★VALS INDEX
71.8%
+/- 2.1
Accuracy
⏱VALS INDEX
3.8s
Latency (median)
$VALS INDEX
—
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS11
RECORDED TRIALS132
CUSTOM PASS85%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
73.3%
30 attempts · 30 responded
IFEVAL
IFEval
70.3%
50 attempts · 50 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
agentic_prompt
★
5.00
3 trials
CUSTOM
code_gen_long
★
5.00
8 trials
CUSTOM
json_strict
★
5.00
8 trials
CUSTOM
reasoning_multistep
★
5.00
8 trials
CUSTOM
summarize
★
4.62
8 trials
CUSTOM
agentic_tool_use
-
4.00
3 trials
CUSTOM
refactor_existing_code
-
4.00
3 trials
CUSTOM
creative_write
★
3.00
3 trials
CUSTOM
code_debug
★
2.88
8 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.