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Recommendation explorer

Tune quality, cost, and hard-fail tolerance locally in the browser. The data comes from static benchmark JSON; no server runtime is required.

Optimal model

default: cheapest model within 95% of best accept rate

gemma4-26b

Default static recommendation from the current snapshot.

Accept rate
78%
$ / attempt
$0.0013
Hard fail
2%
Latency
91.0 s
Model Accept rate $ / attempt Hard fail Tokens / accepted Mean latency
deepseek-v4-flash 43% $0.000088 0% 1384 2.5 s
deepseek-v4-pro 41% $0.0007 4% 2156 5.3 s
gemma4-26b 78% $0.0013 2% 5411 91.0 s
glm-5.2 38% $0.0009 0% 1802 5.9 s
minimax-m3 41% $0.0015 0% 3858 11.8 s
minimax-m2.7 17% $0.0008 3% 6925 19.9 s
qwen3.6-27b 48% $0.0060 1% 5646 157.5 s
kimi-k2.6 62% $0.0147 1% 7224 39.3 s