★VALS INDEX
69.7%
+/- 25.3
Accuracy
⏱VALS INDEX
14.0s
Latency (median)
$VALS INDEX
$13.3107
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS12
RECORDED TRIALS1051
CUSTOM PASS78%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
93.3%
30 attempts · 30 responded
HUMANEVAL_PLUS
HumanEval+
43.0%
100 attempts · 50 responded
IFEVAL
IFEval
72.8%
30 attempts · 30 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
json_strict
★
5.00
95 trials
CUSTOM
reasoning_multistep
★
5.00
80 trials
CUSTOM
agentic_prompt
★
4.88
101 trials
CUSTOM
summarize
★
4.67
111 trials
CUSTOM
agentic_tool_use
★
4.59
75 trials
CUSTOM
code_gen_long
★
4.38
120 trials
CUSTOM
refactor_existing_code
★
3.69
85 trials
CUSTOM
code_debug
★
3.16
120 trials
CUSTOM
creative_write
★
2.01
105 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.