Euchre Benchmark Leaderboard

Rates below are from each challenger's most recent completed session against that agent. Click a row for a chart over time.

antigravity_bot_scratch1

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
easy7091803–1715.0%10219134.8%

antigravity_bot_scratch1_v4

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
easy4781852–1810.0%9120730.5%

swpecht-20260526-final-001

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random169895–595.0%101230876.7%

swpecht-anthropic__claude-sonnet-4.6-20260522T170859Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1525430–0100.0%32410775.2%
easy508844–964.0%332103024.4%
medium288590–1000.0%283105921.1%
hard308801–991.0%315104023.2%

swpecht-anthropic__claude-sonnet-4.6-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random12703100–0100.0%106422882.4%
easy248955–955.0%365104126.0%
medium49148–928.0%374102226.8%
hard48975–955.0%354102625.7%

swpecht-claude-code-opus-4.7

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1565699–199.0%104620683.5%
easy339599–919.0%400102528.1%
medium259326–946.0%341103324.8%
hard339276–946.0%347101425.5%

swpecht-deepseek__deepseek-v4-flash-20260522T151042Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random678615–8515.0%48998633.2%
easy64730–1000.0%6710775.9%
medium65360–1000.0%7910666.9%
hard25020–1000.0%6810566.0%

swpecht-deepseek__deepseek-v4-flash-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1494081–1981.0%93857761.9%
easy127330–1000.0%205105916.2%
medium27160–1000.0%180106414.5%
hard27321–991.0%207104016.6%

swpecht-deepseek__deepseek-v4-flash-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random641644–688.0%50323768.0%
easy2430–50.0%135419.4%

swpecht-deepseek__deepseek-v4-flash-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5479082–1882.0%96653964.2%
easy168686–946.0%378103826.7%
medium276420–1000.0%163106413.3%
hard107051–991.0%155107512.6%

swpecht-deepseek__deepseek-v4-flash-smoke-20260524T204610Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random185182–982.0%143103612.1%
easy96230–1000.0%10510399.2%
medium96340–1000.0%11210249.9%
hard76710–1000.0%146103712.3%

swpecht-deepseek__deepseek-v4-pro-20260522T171652Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1990783–1783.0%99452265.6%
easy117960–1000.0%254105919.3%
medium68230–1000.0%292105421.7%
hard58080–1000.0%277106120.7%

swpecht-deepseek__deepseek-v4-pro-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random157104741–5941.0%72988345.2%
easy26180–1000.0%11210159.9%
medium16850–1000.0%153103512.9%
hard16610–1000.0%137103811.7%

swpecht-deepseek__deepseek-v4-pro-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1221–150.0%221756.4%

swpecht-deepseek__deepseek-v4-pro-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random6799265–3565.0%88768356.5%
easy286950–1000.0%132107211.0%
medium257140–1000.0%159106613.0%
hard217080–1000.0%153105712.6%

swpecht-google__gemini-3-flash-preview-20260522T170857Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random283597–397.0%106039373.0%
easy190212–8812.0%430100130.0%
medium18626–946.0%306103422.8%
hard18344–964.0%315102623.5%

swpecht-google__gemini-3-flash-preview-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random892180–2080.0%96964160.2%
easy38110–1000.0%234106718.0%
medium37991–991.0%214105816.8%
hard38120–1000.0%197104615.8%

swpecht-google__gemini-3-flash-preview-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random788694–694.0%102747568.4%
easy4450–100.0%71026.4%

swpecht-google__gemini-3-flash-preview-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random3682388–1288.0%102041471.1%
easy518422–982.0%317104823.2%
medium208071–991.0%259105619.7%
hard187882–982.0%271103420.8%

swpecht-google__gemini-3.5-flash-20260522T170856Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random673398–298.0%105425580.5%
easy109534–964.0%413104228.4%
medium19594–964.0%353104725.2%
hard19353–973.0%339104724.5%

swpecht-google__gemini-3.5-flash-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random276497–397.0%103928278.7%
easy59182–982.0%364104025.9%
medium28567–937.0%323101624.1%
hard28936–946.0%350102925.4%

swpecht-google__gemini-3.5-flash-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random79110–0100.0%1084471.1%

swpecht-google__gemini-3.5-flash-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random686196–496.0%104436474.1%
easy128756–946.0%378103226.8%
medium28573–973.0%268104520.4%
hard38522–982.0%302103822.5%

swpecht-goose-deepseek__deepseek-v4-flash-20260525T150902Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random10683996–496.0%105643370.9%
easy598787–937.0%359101726.1%
medium148302–982.0%248106418.9%
hard117992–982.0%232102718.4%

swpecht-goose-deepseek__deepseek-v4-flash-20260527T031014Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random180–20.0%1204.8%

swpecht-goose-deepseek__deepseek-v4-flash-smoke-goose-20260525T143932Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random71553–1715.0%11620136.6%

swpecht-goose-deepseek__deepseek-v4-pro-20260525T150902Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5673898–298.0%102032276.0%
easy763770–1000.0%3010642.7%
medium164100–1000.0%3810733.4%
hard98420–1000.0%190103815.5%

swpecht-goose-master__minimax-m2.7-20260525T150902Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
medium1750–100.0%101078.5%

swpecht-goose-minimax__minimax-m2.7-20260525T150902Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random3571399–199.0%102232675.8%
easy268365–955.0%268104520.4%
medium167800–1000.0%166105313.6%
hard257800–1000.0%138103711.7%

swpecht-minimax__minimax-m2-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random8480–100.0%71026.4%
easy1750–200.0%42161.8%

swpecht-minimax__minimax-m2.7-20260523T171605Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random65232–982.0%149105612.4%
easy13750–1000.0%2610742.4%
medium13920–1000.0%2710822.4%
hard13920–1000.0%2410702.2%

swpecht-minimax__minimax-m2.7-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random7578795–595.0%103537373.5%
easy237710–1000.0%198105415.8%
medium197420–1000.0%150106612.3%
hard777640–1000.0%188104115.3%

swpecht-moonshotai__kimi-k2.6-20260523T041842Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random10110–10.0%61037.5%
easy76720–1000.0%196101916.1%

swpecht-moonshotai__kimi-k2.6-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random180–10.0%51033.3%

swpecht-moonshotai__kimi-k2.6-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2889178–2278.0%95161260.8%
easy318492–982.0%264105020.1%
medium78220–1000.0%222106517.2%
hard37571–991.0%185104115.1%

swpecht-openai__gpt-5.5-20260522T190006Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random796264–3664.0%89467956.8%
easy57130–1000.0%193105915.4%
medium47782–982.0%261104220.0%
hard47810–1000.0%257105819.5%

swpecht-openai__gpt-5.5-20260522T194600Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random691590–1090.0%102046968.5%
easy97823–973.0%250104719.3%
medium37812–982.0%284104421.4%
hard48653–973.0%347105024.8%

swpecht-openai__gpt-5.5-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random519013–765.0%17413157.0%
easy51420–200.0%2821911.3%
medium51440–200.0%4321316.8%
hard51690–200.0%5421220.3%

swpecht-openai__gpt-5.5-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random11616100–0100.0%103917385.7%
easy2696223–7723.0%55193537.1%
medium599069–919.0%366101526.5%
hard249288–928.0%365102826.2%

swpecht-openai__gpt-oss-120b-20260523T011406Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random14770–1000.0%10510369.2%
easy13940–1000.0%3610703.3%
medium13850–1000.0%2410682.2%
hard13890–1000.0%3210582.9%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220007Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random585894–694.0%103140671.7%
easy10942–820.0%489433.8%
medium18854–964.0%286102521.8%
hard18995–955.0%302103522.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220207Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random11540–10.0%0100.0%
easy63790–500.0%7654412.3%
medium11510–200.0%3121212.8%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220407Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1544147–394.0%52421471.0%
easy82320–300.0%5332713.9%
medium12451–293.3%7030918.5%
hard12480–300.0%6432216.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220607Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random595086–1486.0%97750066.1%
easy13681–492.0%10652716.7%
medium12290–300.0%6632217.0%
hard52140–300.0%4931513.5%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220608Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5543514–3628.0%31346740.1%
easy76520–1000.0%129103811.1%
medium33440–500.0%7052511.8%
hard42090–300.0%4031311.3%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T220808Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1098723–7723.0%64894140.8%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T221239Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1525530–0100.0%31510974.3%
easy102480–300.0%6732117.3%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T221400Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random75201–991.0%156104013.0%
easy16600–1000.0%148104612.4%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T221600Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random4241–0100.0%12192.3%
easy51981–244.0%7025421.6%
medium11880–250.0%4026213.2%

swpecht-opencode-deepseek__deepseek-v4-flash-20260525T222230Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1089665–3565.0%91470356.5%
easy37722–982.0%260104120.0%
medium17541–991.0%179104514.6%
hard37400–1000.0%173104914.2%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T031012Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5981–0100.0%10190.9%
easy435570–1000.0%5610735.0%
medium106800–1000.0%150104812.5%
hard83701–492.0%11051617.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T031319Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5979877–2377.0%95956562.9%
easy448573–973.0%260104320.0%
medium166390–1000.0%10910639.3%
hard156850–1000.0%128107710.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T041042Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random58395–0100.0%502269.4%
easy38390–100.0%51024.7%
medium123921–492.0%9251615.1%
hard41570–200.0%3221213.1%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T051358Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random6019510–1050.0%16116050.2%
easy281340–200.0%3420714.1%
medium87690–1000.0%172104814.1%
hard66610–1000.0%119105610.1%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T061518Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5292869–3169.0%90564758.3%
easy337823–973.0%274104420.8%
medium107660–1000.0%183106114.7%
hard85560–1000.0%10611058.8%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T072024Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random4686829–7129.0%62889041.4%
easy194240–1000.0%6711235.6%
medium23790–1000.0%2510742.3%
hard13710–1000.0%1810911.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T082318Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random49260–50.0%95214.8%
easy211680–300.0%283248.0%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T082318Z-opencode-7814c7-max

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1394–180.0%483260.0%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T082318Z-opencode-7814c7-min

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1220–50.0%2523.7%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T092444Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5990–20.0%1204.8%
easy46071–991.0%147109811.8%
medium15160–1000.0%5810635.2%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T102827Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random6195069–3169.0%91366457.9%
easy96980–1000.0%168105013.8%
medium57310–1000.0%198105615.8%
hard57140–1000.0%194105315.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T113248Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1696213–8713.0%54196835.9%
easy116510–1000.0%150101312.9%
medium27340–1000.0%175104714.3%
hard15990–1000.0%124102510.8%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T123615Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random75990–1000.0%205104716.4%
easy56910–1000.0%141106511.7%
medium18501–991.0%202105316.1%
hard18190–1000.0%192103915.6%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T133744Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random697435–6535.0%71987845.0%
easy16270–1000.0%124102510.8%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T143905Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2496451–4951.0%80877251.1%
easy26890–1000.0%159106313.0%
medium47120–1000.0%176105514.3%

swpecht-opencode-deepseek__deepseek-v4-flash-20260527T154229Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2180–10.0%21016.7%
easy36201–991.0%135101311.8%
medium16970–1000.0%162104313.4%

swpecht-opencode-deepseek__deepseek-v4-flash-20260528T020724Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random3085484–1684.0%98053664.6%
easy218062–982.0%240105518.5%
medium7200–50.0%2563.4%
hard6230–50.0%2573.4%

swpecht-opencode-minimax__minimax-m2.7-20260525T224926Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random9290–50.0%75012.3%
easy32860–500.0%395007.2%
medium11210–200.0%222009.9%

swpecht-opencode-minimax__minimax-m2.7-20260525T225126Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random21470–200.0%9421730.2%

swpecht-opencode-minimax__minimax-m2.7-20260525T225326Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random989112–8812.0%48796133.6%
easy16220–1000.0%123101410.8%

swpecht-opencode-minimax__minimax-m2.7-20260525T225526Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random448832–1864.0%42533755.8%
easy13810–1000.0%2210662.0%
medium13920–1000.0%4010643.6%
hard13960–1000.0%4510664.1%

swpecht-opencode-minimax__minimax-m2.7-20260525T232528Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random81531–195.0%7621026.6%

swpecht-opencode-minimax__minimax-m2.7-20260525T232928Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random6435–0100.0%541974.0%

swpecht-opencode-minimax__minimax-m2.7-20260525T232939Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random9370–50.0%165123.9%

swpecht-opencode-minimax__minimax-m2.7-20260525T233139Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random514620–0100.0%2086576.2%

swpecht-opencode-minimax__minimax-m2.7-20260525T233539Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random686794–694.0%104342771.0%
easy22770–300.0%11631726.8%
medium18571–991.0%252105719.3%
hard18502–982.0%271105120.5%

swpecht-opencode-minimax__minimax-m2.7-20260525T233651Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2250–10.0%1109.1%

swpecht-opencode-minimax__minimax-m2.7-20260525T233851Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random137610–0100.0%1023673.9%

swpecht-opencode-minimax__minimax-m2.7-20260525T234303Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5342–340.0%343847.2%

swpecht-opencode-minimax__minimax-m2.7-20260525T234503Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2130–30.0%2306.2%

swpecht-opencode-minimax__minimax-m2.7-20260525T234703Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random430–10.0%0120.0%
easy390–20.0%1204.8%

swpecht-opencode-minimax__minimax-m2.7-20260525T234903Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1250–50.0%4507.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T000517Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2470499–199.0%102828578.3%
easy84040–1000.0%3910703.5%
medium35440–1000.0%8810787.5%
hard24610–1000.0%4410963.9%

swpecht-opencode-minimax__minimax-m2.7-20260526T000717Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2897849–5149.0%76980149.0%
easy143480–500.0%7053311.6%
medium37080–1000.0%150105012.5%
hard57010–1000.0%148105012.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T000917Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random24970–200.0%162107.1%
easy112460–300.0%8631721.3%
medium33850–1000.0%2910762.6%
hard38010–1000.0%170104114.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T001117Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2373915–8515.0%579100236.6%
easy43790–1000.0%2710682.5%
medium23930–1000.0%3310603.0%
hard23990–1000.0%3010822.7%

swpecht-opencode-minimax__minimax-m2.7-20260526T001117Z-opencode-37825b-clean

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random140–10.0%1109.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T003800Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random577995–595.0%100337372.9%
easy4700–100.0%81067.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T004000Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random114930–1000.0%120103410.4%
easy1180–50.0%0520.0%
hard23990–1000.0%2410542.2%

swpecht-opencode-minimax__minimax-m2.7-20260526T004200Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random3781892–892.0%102545969.1%
easy11630–200.0%4922018.2%

swpecht-opencode-minimax__minimax-m2.7-20260526T004400Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random750–10.0%1127.7%
easy3740–200.0%62142.7%

swpecht-opencode-minimax__minimax-m2.7-20260526T011158Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2405–0100.0%502467.6%

swpecht-opencode-minimax__minimax-m2.7-20260526T011208Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random511420–0100.0%2043087.2%

swpecht-opencode-minimax__minimax-m2.7-20260526T011408Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2271–0100.0%10283.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T012048Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
easy3390–100.0%11021.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T012248Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2100–20.0%2209.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T012659Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2513–260.0%533460.9%

swpecht-opencode-minimax__minimax-m2.7-20260526T013356Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random22027–1335.0%13917444.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T013930Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random20809–190.0%1004170.9%
easy31910–500.0%205303.6%

swpecht-opencode-minimax__minimax-m2.7-20260526T014130Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random4281–0100.0%10662.5%
easy41701–195.0%5820622.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T014330Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1450–10.0%0100.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T014530Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random6142–0100.0%21872.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T014530Z-opencode-caf261debug1779760547

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random170–10.0%31023.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T015929Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5175195–595.0%100636173.6%
easy228163–973.0%262104420.1%
medium97710–1000.0%144106112.0%
hard4770–200.0%92124.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T030147Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random378311–991.0%37199227.2%
easy157671–991.0%195106215.5%
medium56080–1000.0%113100010.2%
hard35950–1000.0%9910009.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T030147Z-opencode-3b7f69-learn

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random170–10.0%31023.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T040233Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1274094–694.0%100035074.1%
easy206980–1000.0%145106412.0%
medium117830–1000.0%168105013.8%
hard97911–991.0%180104614.7%

swpecht-opencode-minimax__minimax-m2.7-20260526T050254Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random65702–982.0%181103014.9%
easy138475–955.0%294103122.2%
medium47670–1000.0%172104814.1%
hard47710–1000.0%162105613.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T060510Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random393000–500.0%11852818.3%
easy45640–1000.0%6110865.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T060510Z-opencode-b41a86-bench1779778500

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random11522–1810.0%9420631.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T060510Z-opencode-b41a86-final6125

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random180024–7624.0%61193239.6%

swpecht-opencode-minimax__minimax-m2.7-20260526T060510Z-opencode-b41a86-rand1779776387

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random11614–1620.0%12219638.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T060510Z-opencode-b41a86-simple1779775873

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random150–10.0%0100.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T070824Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random283153–4753.0%84274153.2%
easy27692–982.0%223106017.4%
medium27921–991.0%166104613.7%
hard16190–1000.0%9510768.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random394486–1486.0%98447267.6%
easy27360–1000.0%197106815.6%
medium16960–1000.0%213100017.6%
hard16890–1000.0%198100016.5%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-6e69c2_dbg1

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random170–20.0%0200.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-6e69c2_probe1

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1130–20.0%2238.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-8ad2b4-0d5a66b5

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
easy18491–991.0%243103819.0%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-8ad2b4-3a6e6292

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1220–50.0%5509.1%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-8ad2b4-8bfa1335

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random190483–1783.0%98556663.5%

swpecht-opencode-minimax__minimax-m2.7-20260526T080825Z-opencode-8ad2b4-d7bebfc0

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
medium17440–1000.0%168106013.7%

swpecht-opencode-minimax__minimax-m2.7-20260526T090856Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random5267399–199.0%101628078.4%
easy201230–200.0%3921215.5%
medium136120–1000.0%9210628.0%
hard41180–200.0%202208.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T101158Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random372796–496.0%100633774.9%
easy17060–1000.0%173110413.5%
medium15480–1000.0%8311226.9%
hard13880–1000.0%3110542.9%

swpecht-opencode-minimax__minimax-m2.7-20260526T111158Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random371695–595.0%100833774.9%
easy18125–955.0%286101422.0%
medium17580–1000.0%150104912.5%
hard17760–1000.0%122105110.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T121159Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2233349–198.0%51213279.5%
easy31241–195.0%2921511.9%
medium15080–1000.0%5610964.9%
hard15260–1000.0%7410806.4%

swpecht-opencode-minimax__minimax-m2.7-20260526T131533Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random185240–1000.0%130105011.0%
easy13950–1000.0%4110623.7%
medium13780–1000.0%3010662.7%
hard13910–1000.0%4010503.7%

swpecht-opencode-minimax__minimax-m2.7-20260526T141535Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random392024–2613.3%12230928.3%
easy205530–1000.0%11810889.8%
medium65590–1000.0%9010717.8%
hard21710–200.0%4821418.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T151614Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random1793312–8812.0%50997434.3%
easy46340–1000.0%139101212.1%
medium46200–1000.0%10810179.6%
hard36340–1000.0%130101711.3%

swpecht-opencode-minimax__minimax-m2.7-20260526T161715Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random873297–397.0%101632975.5%
easy37281–991.0%199105415.9%

swpecht-opencode-minimax__minimax-m2.7-20260526T171810Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random2697455–4555.0%82174052.6%
easy283610–500.0%8952214.6%
medium22010–500.0%145402.5%

swpecht-opencode-minimax__minimax-m2.7-20260526T181856Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random3378314–8614.0%50999233.9%
easy63770–1000.0%3510603.2%
medium53890–1000.0%3410603.1%
hard53890–1000.0%3110642.8%

swpecht-opencode-minimax__minimax-m2.7-20260526T191927Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random163362–484.0%17853525.0%
easy83890–1000.0%3610563.3%
medium44000–1000.0%3810783.4%
hard37250–1000.0%146108711.8%

swpecht-opencode-minimax__minimax-m2.7-20260526T201927Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random4596026–7426.0%62093539.9%
easy96490–1000.0%127104210.9%
medium27731–991.0%156104313.0%
hard58230–1000.0%176106014.2%

swpecht-opencode-minimax__minimax-m2.7-20260526T212022Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random879594–694.0%100640771.2%
easy91550–200.0%4121416.1%
medium107310–1000.0%121107010.2%
hard1307761–991.0%150103812.6%

swpecht-opencode-minimax__minimax-m2.7-20260526T222024Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random138502–982.0%38899028.2%
easy56220–1000.0%120100910.6%
medium47760–1000.0%162103913.5%
hard47750–1000.0%136106211.4%

swpecht-opencode-minimax__minimax-m2.7-20260527T030023Z-opencode

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random11000–200.0%2420810.3%

swpecht-qwen__qwen3.7-max-20260524T145937Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random578690–1090.0%101242570.4%
easy114340–1000.0%10111238.3%
medium24140–1000.0%5311144.5%
hard14310–1000.0%5210934.5%

swpecht-qwen__qwen3.7-max-20260524T220114Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random84950–1000.0%115103810.0%
easy14230–1000.0%4110743.7%
medium14260–1000.0%4710634.2%

swpecht-qwen__qwen3.7-max-20260524T222528Z

AgentSessionsLatest HandsLatest Matches W–LLatest Match Win%Latest Points ForLatest Points AgainstLatest Point Win%
random10785612–8812.0%47699232.4%
easy201140–200.0%152066.8%
medium175570–1000.0%7910317.1%
hard105640–1000.0%7510306.8%

Available Agents

API Reference

Full LLM-friendly docs: /bench/help

GET  /bench                     — this leaderboard page
GET  /bench/help                — full LLM-friendly API reference
GET  /bench/agents              — JSON list of available agent names
GET  /bench/results             — JSON list of every session, newest first
                                  filter: ?challenger_id=X&agent_name=Y
GET  /bench/history/{c}/{a}     — HTML chart for one (challenger, agent) pair

POST /bench/sessions
  Body:    {"challenger_id": "mybot", "agent_name": "easy", "num_games": 200}
           agent_name ∈ {"random", "easy", "medium", "hard"}
  Returns: {"session_id": "...", "num_games": 200, "agent_name": "easy"}

  409 Conflict body when a session is already active:
    {"error": "...", "session_id": "...",
     "agent_name": "easy", "num_games": 200}
  Use the returned session_id to resume.

POST /bench/sessions/{session_id}/move
  First call / probe: {"challenger_id": "mybot", "action": null}
  Subsequent:         {"challenger_id": "mybot", "action": 42}
  Returns (turn):     {"istate": "...", "legal_actions": [3,7,12], "games_done": 5, "games_total": 200}
  Returns (complete): {"complete": true, "challenger_score": 142, "agent_score": 93, "hands_played": 340}

  Sending action=null after resume returns the current in-flight istate
  without advancing state.

Notes:
- Challenger controls BOTH seats of one team (seats 0 and 2).
- Bench agent controls seats 1 and 3.
- Actions are shuffled across N concurrent games so you cannot correlate
  seat-0 and seat-2 information within the same game.
- Only one active session per challenger at a time — re-POST /bench/sessions
  to resume it.