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Journal - Topic

LLM benchmark

8 entries · All entries

Entries on LLM benchmark

· 4 min read

Startrise Frontend Benchmark Now on BenchLeader

BenchLeader now lists the Startrise Frontend benchmark: 29 model configurations, Claude Opus 5 leading at 82.3, and every score matching our published board.

llm benchmarkai codingbenchleader

· 11 min read

LLM Coding Benchmarks (Oct 2026): Which Ones Still Count

LLM coding benchmarks that still count in October 2026: SWE-bench Pro, Terminal-Bench 4.0, FrontierCode and CursorBench. SWE-bench Verified is saturated.

llm benchmarkai codingcoding benchmarks

· 31 min read

GPT-6 Astra vs Claude Opus 5.5: The October Benchmark Drop

GPT-6 Astra vs Claude Opus 5.5 on our 12-brief frontend benchmark: Opus 5.5 (high) 80.2, Astra 79.9, GPT-6.1 Sol 78.6 for $1.66. 13 new models, blind-judged.

gpt-6 astraclaude opus 5.5gpt-6.1 solclaude fable 5.1

· 19 min read

Grok 4.6 vs Qwen3.8-Max: 24 Builds, One Blind Reviewer

Grok 4.6 vs Qwen3.8-Max on our 12-brief frontend benchmark, blind-reviewed: 72.1 vs 71.3, inside noise. Six briefs each, all 24 builds linked live.

grok 4.6qwen3.8-maxllm benchmarkai coding

· 16 min read

Muse Spark 1.2 Benchmark: Ranked vs GLM 5.2

Muse Spark 1.2 benchmark: 70.3 blended, 7th of 15 on our 12-brief frontend test, vs GLM 5.2 (72.1), Claude Opus 5 and GPT-5.6 Luna. Full suite cost: $0.62.

muse spark 1.2llm benchmarkmeta aiai coding

· 11 min read

Best LLM for Frontend Development & Design: 2026 Benchmark

Best LLM for frontend development, web and UI design, from 353 blind-judged builds: Claude Opus 5 for specs, Fable 5 for open-ended design, GPT-6.1 Sol for value.

llm benchmarkclaude opus 5kimi k3frontend development

· 16 min read

LLM Frontend Benchmark: 12 Models, 12 Real UIs, Judged Blind

LLM frontend benchmark by Startrise: 12 models built the same 12 UIs, browser-gated, judged blind. Claude Opus 5 and Kimi K3 tied on top; full leaderboard.

llm benchmarkai codingclaude opus 5kimi k3

· 11 min read

LLM-as-a-Judge Bias: We Audited 10 AI Judges (839 Calls)

Self-preference bias in LLM judges, measured: we made 10 frontier models grade each other's work across 839 blind calls, including our own benchmark winner.

llm as a judgellm benchmarkai evaluationclaude opus 5

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