★VALS INDEX
40.7%
+/- 17.0
Accuracy
⏱VALS INDEX
20.0s
Latency (median)
$VALS INDEX
$0.2659
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS12
RECORDED TRIALS165
CUSTOM PASS73%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
23.3%
30 attempts · 30 responded
IFEVAL
IFEval
57.2%
30 attempts · 22 responded
MMLU_PRO
MMLU-Pro
41.7%
60 attempts · 56 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
json_strict
★
5.00
5 trials
CUSTOM
reasoning_multistep
★
5.00
5 trials
CUSTOM
summarize
★
5.00
5 trials
CUSTOM
code_gen_long
★
4.80
5 trials
CUSTOM
agentic_tool_use
★
3.60
5 trials
CUSTOM
refactor_existing_code
★
3.40
5 trials
CUSTOM
code_debug
★
3.20
5 trials
CUSTOM
agentic_prompt
★
3.00
5 trials
CUSTOM
creative_write
★
1.60
5 trials
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.