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MotionBenchHosted by Baz Studio
July diagnostic pilot33 routes · diagnostic datasetJuly diagnostic pilot
Model field · 2026-07-31

Motion model
evidence board.

July diagnostic pilot — historical evidence from one prompt and one trial per route, not the homepage ranking.

Time and raw model cost

Lower-left is faster and cheaper. Every point is named; color shows the sampled visual tier, and an open point failed a technical gate.

Tier ATier BTier CTier FExcluded
45s90s180s360s720s$0.005$0.010$0.030$0.10$0.30$1.00GENERATION TIME · LOG SCALERAW COGS · LOG SCALEGPT-5.5 LowGPT-5.6 LunaGPT-5.6 TerraClaude Opus 4 8Claude Opus 4 7Claude Opus 4 6GPT 5.4 NanoGPT-5.5 HighGPT 5.4 MiniClaude Haiku 4 5GPT 5.5o4-miniClaude Sonnet 4 6GPT-4.1 Mini FTGPT-5.1GPT 5.2GPT-5 MiniGPT 5 NanoClaude Opus 5GLM 5.2Kimi K2.7 CodeGemini 2.5 FlashGemini 2.5 ProMiniMax M2.7 HighspeedDeepseek V4 FlashClaude Haiku 4.5 (dated)Deepseek V4 ProGPT 5.4Gemini 3.5 FlashKimi K2.6Minimax M2.7Kimi K3Openrouter Fusion

Scroll horizontally to inspect every labeled route →

Model routeEvidence
GPT-5.5 Lowopenai · O+CAEligible$0.4468.0sInspect run →
GPT-5.6 Lunaopenai · O+CAEligible$0.053481.2sInspect run →
GPT-5.6 Terraopenai · O+CAEligible$0.6886.9sInspect run →
Claude Opus 4 8anthropic · O+CAEligible$0.94182.6sInspect run →
Claude Opus 4 7anthropic · O+CAEligible$0.99225.3sInspect run →
Claude Opus 4 6anthropic · O+CAEligible$1.15324.3sInspect run →
GPT 5.4 Nanoopenai · O+CAExcluded$0.008954.4sInspect run →
GPT-5.5 Highopenai · O+CAExcluded$0.54294.3sInspect run →
GPT 5.4 Miniopenai · O+CBEligible$0.032042.0sInspect run →
Claude Haiku 4 5anthropic · OBEligible$0.10113.5sInspect run →
GPT 5.5openai · O+CBEligible$0.27168.9sInspect run →
o4-miniopenai · CBEligible$0.77208.6sInspect run →
Claude Sonnet 4 6anthropic · O+CBEligible$0.40214.3sInspect run →
GPT-4.1 Mini FTopenai · CBEligible$0.62223.7sInspect run →
GPT-5.1openai · CBEligible$0.41225.5sInspect run →
GPT 5.2openai · CBEligible$0.45272.2sInspect run →
GPT-5 Miniopenai · CBEligible$0.48288.6sInspect run →
GPT 5 Nanoopenai · CBEligible$0.59362.0sInspect run →
Claude Opus 5anthropic · O+CBEligible$1.25385.3sInspect run →
GLM 5.2openrouter · O+CBEligible$0.52545.5sInspect run →
Kimi K2.7 Codeopenrouter · O+CBExcluded$0.65458.5sInspect run →
Gemini 2.5 Flashgoogle · O+CCEligible$0.095981.2sInspect run →
Gemini 2.5 Progoogle · O+CCEligible$0.15102.3sInspect run →
MiniMax M2.7 Highspeedminimax · OCEligible$0.0243124.6sInspect run →
Deepseek V4 Flashopenrouter · O+CCEligible$0.0531282.3sInspect run →
Claude Haiku 4.5 (dated)anthropic · CCEligible$0.91333.4sInspect run →
Deepseek V4 Proopenrouter · O+CCEligible$0.11364.0sInspect run →
GPT 5.4openai · O+CCExcluded$0.1189.6sInspect run →
Gemini 3.5 Flashopenrouter · O+CCExcluded$0.13196.3sInspect run →
Kimi K2.6openrouter · O+CCExcluded$0.0231899.3sInspect run →
Minimax M2.7minimax · O+CFExcluded$0.0053157.1sInspect run →
Kimi K3openrouter · O+CFExcluded$0.22798.3sInspect run →
Openrouter Fusionopenrouter · O+CFExcluded$1.05875.7sInspect run →

July diagnostic pilot is historical diagnostic evidence, not an official preference ranking.

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