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Model Comparisons

LLM comparisons backed by real evaluation data

Every comparison is powered by PeerLM's blind evaluation methodology. No opinions, no vibes — just data from anonymized, head-to-head testing.

Blind Testing

Models are anonymized. Evaluators never know which model produced which response.

Multi-Criteria Scoring

Each response is scored across weighted criteria specific to the use case.

Real Prompts

Comparisons use realistic prompts and system instructions, not synthetic benchmarks.

AnthropicvsAnthropic

Anthropic: Claude Fable 5 vs Anthropic: Claude Opus 4.8 vs OpenAI: GPT-5.5: Coding Performance with 10 Evaluators

We put Anthropic: Claude Fable 5 vs Anthropic: Claude Opus 4.8 vs OpenAI: GPT-5.5 to the test in a rigorous Coding Performance with 10 Evaluators benchmark.

Anthropic: Claude Fable 5

7.9

Anthropic: Claude Opus 4.8

5.6

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OpenAIvsamazon

OpenAI: GPT-5.1-Codex-Max vs Amazon: Nova 2 Lite: Coding Performance with 10 Evaluators

We analyze the coding capabilities of OpenAI: GPT-5.1-Codex-Max vs Amazon: Nova 2 Lite through a rigorous evaluation conducted by 10 expert evaluators.

OpenAI: GPT-5.1-Codex-Max

7.0

Amazon: Nova 2 Lite

3.0

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Anthropicvsmoonshotai

Anthropic: Claude Opus 4.7 vs MoonshotAI: Kimi K2.6: Coding Performance with 10 Evaluators

We put Anthropic: Claude Opus 4.7 vs MoonshotAI: Kimi K2.6 to the test in a rigorous Coding Performance with 10 Evaluators benchmark to determine the superior model for engineering tasks.

Anthropic: Claude Opus 4.7

7.0

MoonshotAI: Kimi K2.6

3.0

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qwenvsmoonshotai

Qwen: Qwen3.6 Max Preview vs MoonshotAI: Kimi K2.6: Coding Performance with 10 Evaluators

In our latest benchmark focused on Coding Performance with 10 Evaluators, we compare the capabilities and cost-efficiency of Qwen: Qwen3.6 Max Preview and MoonshotAI: Kimi K2.6.

Qwen: Qwen3.6 Max Preview

2.9

MoonshotAI: Kimi K2.6

7.1

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qwenvsOpenAI

Qwen: Qwen3.6 Max Preview vs OpenAI: GPT-5.5: Coding Performance with 10 Evaluators

We compare Qwen: Qwen3.6 Max Preview vs OpenAI: GPT-5.5 on Coding Performance with 10 Evaluators to determine the superior model for development tasks.

Qwen: Qwen3.6 Max Preview

3.4

OpenAI: GPT-5.5

6.6

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qwenvsAnthropic

Qwen: Qwen3.6 Max Preview vs Anthropic: Claude Opus 4.7: Coding Performance with 10 Evaluators

We compare Qwen: Qwen3.6 Max Preview vs Anthropic: Claude Opus 4.7 in a rigorous assessment of Coding Performance with 10 Evaluators.

Qwen: Qwen3.6 Max Preview

0.8

Anthropic: Claude Opus 4.7

9.2

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OpenAIvsAnthropic

OpenAI: GPT-5.5 vs Anthropic: Claude Opus 4.7: Coding Performance with 10 Evaluators

In our latest Coding Performance with 10 Evaluators benchmark, we compare OpenAI: GPT-5.5 vs Anthropic: Claude Opus 4.7 to determine the superior coding assistant.

OpenAI: GPT-5.5

3.7

Anthropic: Claude Opus 4.7

6.3

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DeepSeekvsmoonshotai

DeepSeek: DeepSeek V4 Pro vs MoonshotAI: Kimi K2.6: Coding Performance with 10 Evaluators

We compare DeepSeek: DeepSeek V4 Pro vs MoonshotAI: Kimi K2.6 in our latest Coding Performance with 10 Evaluators benchmark to determine which model leads in technical output.

DeepSeek: DeepSeek V4 Pro

6.4

MoonshotAI: Kimi K2.6

5.3

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AnthropicvsDeepSeek

Anthropic: Claude Opus 4.7 vs DeepSeek: DeepSeek V4 Pro: Coding Performance with 10 Evaluators

We evaluate Anthropic: Claude Opus 4.7 vs DeepSeek: DeepSeek V4 Pro to determine which model leads in Coding Performance with 10 Evaluators.

Anthropic: Claude Opus 4.7

7.4

DeepSeek: DeepSeek V4 Pro

2.6

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OpenAIvsDeepSeek

OpenAI: GPT-5.5 vs DeepSeek: DeepSeek V4 Pro: Coding Performance with 10 Evaluators

In our latest Coding Performance with 10 Evaluators benchmark, we put OpenAI: GPT-5.5 and DeepSeek: DeepSeek V4 Pro head-to-head to determine the superior coding assistant.

OpenAI: GPT-5.5

6.8

DeepSeek: DeepSeek V4 Pro

6.3

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moonshotaivsOpenAI

MoonshotAI: Kimi K2.6 vs OpenAI: GPT-5.5: Coding Performance with 10 Evaluators

We analyze the Coding Performance with 10 Evaluators for MoonshotAI: Kimi K2.6 and OpenAI: GPT-5.5, highlighting significant gaps in model reasoning and instruction adherence.

MoonshotAI: Kimi K2.6

3.0

OpenAI: GPT-5.5

7.0

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Metavsqwen

Meta: Llama 4 Maverick vs Qwen: Qwen3.5 397B A17B vs Z.ai: GLM 5: Coding Performance with 10 Evaluators

We analyze the coding capabilities of three top LLMs using PeerLM's expert evaluation suite, focusing on Coding Performance with 10 Evaluators.

Meta: Llama 4 Maverick

0.9

Qwen: Qwen3.5 397B A17B

5.9

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