★VALS INDEX
50.5%
+/- 22.1
Accuracy
⏱VALS INDEX
11.6s
Latency (median)
$VALS INDEX
$0.1197
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS12
RECORDED TRIALS217
CUSTOM PASS79%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
30.9%
110 attempts · 55 responded
IFEVAL
IFEval
74.4%
60 attempts · 60 responded
MMLU_PRO
MMLU-Pro
46.2%
13 attempts · 6 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
agentic_tool_use
★
5.00
1 trials
CUSTOM
code_gen_long
★
5.00
6 trials
CUSTOM
json_strict
★
5.00
6 trials
CUSTOM
reasoning_multistep
★
5.00
6 trials
CUSTOM
summarize
★
4.83
6 trials
CUSTOM
code_debug
★
2.33
6 trials
CUSTOM
agentic_prompt
-
0.00
1 trials
CUSTOM
creative_write
-
0.00
1 trials
CUSTOM
refactor_existing_code
-
0.00
1 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.