Analysis
CI Failure Repair Agent
Inspect failed jobs/logs, distinguish flaky from real failures, patch, and rerun the right checks.
Software engineering, data, and DevOpsPer failure
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
—
Gemma 4 E4B IT
E4B · Off-the-shelf
737 in · 701 out · 11.12s p50
$8.95 /100K
Current price · TrustedRouter
View token rates · observed 10/2/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
59%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
666 in · 1,167 out · 9.61s p50
$117 /100K
LiteLLM snapshot
View token rates · observed 10/2/2026
LiteLLM · $0.2200 input · $0.8800 output /1M
68%
GPT-5.4
Hosted · Off-the-shelf
636 in · 687 out · 8.03s p50
$1190 /100K
LiteLLM snapshot
View token rates · observed 10/2/2026
LiteLLM · $2.50 input · $15.00 output /1M
98%
Best accuracy