★VALS INDEX
14.1%
+/- 13.7
Accuracy
⏱VALS INDEX
31.5s
Latency (median)
$VALS INDEX
$0.3373
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS13
RECORDED TRIALS556
CUSTOM PASS61%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
2.0%
100 attempts · 11 responded
HUMANEVAL_PLUS
HumanEval+
32.5%
40 attempts · 15 responded
IFEVAL
IFEval
5.5%
100 attempts · 6 responded
MMLU_PRO
MMLU-Pro
16.2%
260 attempts · 146 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
json_strict
★
5.00
3 trials
CUSTOM
reasoning_multistep
★
5.00
3 trials
CUSTOM
code_gen_long
★
4.88
8 trials
CUSTOM
summarize
★
4.25
8 trials
CUSTOM
agentic_tool_use
★
4.00
5 trials
CUSTOM
agentic_prompt
★
3.75
8 trials
CUSTOM
code_debug
-
2.25
8 trials
CUSTOM
creative_write
★
1.88
8 trials
CUSTOM
refactor_existing_code
-
0.80
5 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.