xai-direct · reasoning
XAI-DIRECT

grok-4.6-direct

Grok 4.6 direct OAuth (api.x.ai REST) — 500k ctx, verified 2026-08-13

⚖ COMPARE MODELS
VALS INDEX
91.3% +/- 0.9
Accuracy
VALS INDEX
27.3s
Latency (median)
$VALS INDEX
$0.1281
Cost / Test (1P-est)
SCORE STATUSscored
TEST SETS11
RECORDED TRIALS95
CUSTOM PASS80%

Industry benchmarks

Accuracyattempts · responded
GPQA_DIAMOND GPQA Diamond
92.0%
25 attempts · 25 responded
IFEVAL IFEval
90.7%
25 attempts · 25 responded
Industry benchmark Bars = accuracy %, black cap = that score

Custom 9-task suite

Mean /5n=trials
CUSTOM agentic_prompt
5.00
5 trials
CUSTOM code_debug
5.00
5 trials
CUSTOM code_gen_long
5.00
5 trials
CUSTOM json_strict
5.00
5 trials
CUSTOM reasoning_multistep
5.00
5 trials
CUSTOM agentic_tool_use
4.60
5 trials
CUSTOM summarize
4.20
5 trials
CUSTOM refactor_existing_code -
3.00
5 trials
CUSTOM creative_write
2.00
5 trials
Custom suite · scored 0–5 by consensus (m3 + Fable-5) ★ = task scored a 5 at least once · sorted by mean score

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.