Which model leads AutoLogi?

Q: Which model leads AutoLogi?

Claude Sonnet 4 tops the board at 89.8

AutoLogi Leaderboard — 6 Models Ranked

Pro Mode — raw scores, one benchmark under the lensthird-party eval harness

The field · 6 measured

83.389.8

6 models measured, most on the third-party eval harness. Claude Sonnet 4 tops the board at 89.8.

6 measured·Lifecycle Updated Oct 8, 2026Score basis

#◆Vendor$/M in$/M out

Leader — ignites whiteField — fill cools with scoreIndependently verified only0 of 6Bars show 83.3–89.8 · ◆ solid = first-party or better · outlined = arm's-length

01Claude Sonnet 4+1 altAnthropic89.8$3.0/M$15.0/M$0.100

02Kimi K2 Instruct+3 altsMoonshot89.5VENDOR$0.57/M$2.3/M$0.016

03Qwen3 14BAlibaba89.2VENDOR$0.35/M$1.4/M$0.010

04DeepSeek-V3+1 altDeepSeek88.9$0.24/M$0.90/M$0.006

05Claude Opus 4+1 altAnthropic86.1$15.0/M$75.0/M$0.523

06Qwen3 235B A22B+1 altAlibaba83.3$0.70/M$2.8/M$0.021

◆ solid = independently verified · aggregator attested · vendor attributed — outlined = cross-reference · source-attributed. Dimmed ◆ = confidence inferred. “+N alts” = alternate disclosures in the drawer with why-demoted. Prices per million tokens; $/point = input price ÷ score. Every row opens its model dossier.

Verification: 6 models scored · 0 independently verified · 4 vendor cross-reference · 2 vendor-reported · 0 with source disagreement. How these tiers are assigned