★VALS INDEX
70.6%
+/- 23.8
Accuracy
⏱VALS INDEX
9.6s
Latency (median)
$VALS INDEX
$2.9467
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS12
RECORDED TRIALS1164
CUSTOM PASS83%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
90.0%
30 attempts · 30 responded
HUMANEVAL_PLUS
HumanEval+
44.0%
100 attempts · 50 responded
IFEVAL
IFEval
77.8%
30 attempts · 30 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
json_strict
★
5.00
100 trials
CUSTOM
reasoning_multistep
★
5.00
100 trials
CUSTOM
agentic_prompt
★
4.92
120 trials
CUSTOM
summarize
★
4.80
120 trials
CUSTOM
code_gen_long
★
4.39
120 trials
CUSTOM
agentic_tool_use
★
4.30
100 trials
CUSTOM
refactor_existing_code
★
4.10
115 trials
CUSTOM
code_debug
★
3.83
120 trials
CUSTOM
creative_write
★
1.34
110 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.