★VALS INDEX
73.3%
Accuracy
⏱VALS INDEX
12.4s
Latency (median)
$VALS INDEX
$4.7321
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS10
RECORDED TRIALS120
CUSTOM PASS66%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
73.3%
30 attempts · 27 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
agentic_prompt
★
5.00
10 trials
CUSTOM
json_strict
★
5.00
10 trials
CUSTOM
reasoning_multistep
★
5.00
10 trials
CUSTOM
agentic_tool_use
★
4.80
10 trials
CUSTOM
summarize
★
4.80
10 trials
CUSTOM
code_debug
★
3.30
10 trials
CUSTOM
refactor_existing_code
★
2.30
10 trials
CUSTOM
creative_write
★
2.00
10 trials
CUSTOM
code_gen_long
-
1.90
10 trials
Cross-judge validation
m3 vs Fable-5 Δ
No judge bias detected on this model — m3 and Fable-5 agree across all tasks.
Per-task distribution
Score
All trials on this page were run through the harness. Industry suites use deterministic family-specific reference graders (no LLM judge). The custom suite is graded by consensus of minimax-m3 + claude-fable-5. See /industry/ for the full benchmark suite.