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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

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.