★VALS INDEX
—
Accuracy
⏱VALS INDEX
6.2s
Latency (median)
$VALS INDEX
$0.0374
Cost / Test (1P-est)
SCORE STATUSnot scored
TEST SETS10
RECORDED TRIALS100
CUSTOM PASS54%
Industry benchmarks
Accuracyattempts · responded
GPQA_DIAMOND
GPQA Diamond
not scored
30 attempts · 0 responded
Custom 9-task suite
Mean /5n=trials
CUSTOM
agentic_tool_use
★
5.00
5 trials
CUSTOM
json_strict
★
5.00
5 trials
CUSTOM
reasoning_multistep
★
5.00
5 trials
CUSTOM
code_gen_long
★
4.90
10 trials
CUSTOM
summarize
★
4.30
10 trials
CUSTOM
agentic_prompt
★
4.10
10 trials
CUSTOM
code_debug
-
2.50
10 trials
CUSTOM
refactor_existing_code
-
2.40
5 trials
CUSTOM
creative_write
-
0.10
10 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.