★VALS INDEX
54.3%
+/- 21.5
Accuracy
⏱VALS INDEX
40.4s
Latency (median)
$VALS INDEX
$22.4783
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS12
RECORDED TRIALS1112
CUSTOM PASS74%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
36.7%
30 attempts · 29 responded
HUMANEVAL_PLUS
HumanEval+
48.0%
100 attempts · 50 responded
IFEVAL
IFEval
78.3%
30 attempts · 30 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
json_strict
★
5.00
115 trials
CUSTOM
reasoning_multistep
★
4.99
100 trials
CUSTOM
code_gen_long
★
4.76
119 trials
CUSTOM
agentic_tool_use
★
4.72
85 trials
CUSTOM
summarize
★
4.66
116 trials
CUSTOM
refactor_existing_code
★
3.95
95 trials
CUSTOM
agentic_prompt
★
3.74
95 trials
CUSTOM
code_debug
★
1.78
125 trials
CUSTOM
creative_write
★
1.38
102 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.