Agents

The harness is part of the model.

Prompts, tools, permissions, context assembly, retries, and delegation can change the result from the same underlying model.

Live

Exact provider offers, input/output prices, limits, modalities, and declared capabilities.

Dated editorial evidence

Exact model aliases, qualitative workload ranks, source links, and caveats stored apart from live facts.

Unknown

Anything not established by source evidence.

Hermes

Self-improving agent with tool and provider routing.

Official harness source · Provider routes are limited to the reviewed list below.

7 reviewed API routes · 7 subscription plansreviewed · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, Alibaba Cloud, Moonshot AI, Xiaomi, OpenRouter, Codex Pro, one subscription, Nous Portal Plus, Nous Portal Super, Nous Portal Ultra, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Pi

Minimal terminal coding-agent harness.

Official harness source · Provider compatibility is reviewed route by route.

7 reviewed API routes · 4 subscription plansreviewed · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, Alibaba Cloud, Moonshot AI, Xiaomi, OpenRouter, Codex Pro, one subscription, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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OpenCode

Open-source terminal coding agent with multi-provider support.

Official harness source · Catalogue presence alone does not establish compatibility.

7 reviewed API routes · 7 subscription plansstable · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, Alibaba Cloud, Moonshot AI, Xiaomi, OpenRouter, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro, OpenCode Go, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Codex CLI

OpenAI coding agent for terminal workflows.

Official harness source · Only documented direct or subscription routes are enabled.

2 reviewed API routes · 7 subscription plansstable · At least one reviewed provider route.OpenAI, Alibaba Cloud, Codex Pro, one subscription, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Claude Code

Anthropic terminal coding agent.

Official harness source · API and subscription compatibility are evaluated separately.

1 reviewed API routes · 9 subscription plansstable · At least one reviewed provider route.Anthropic, Claude Pro, Claude Max 5x, Claude Max 20x, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Cline

IDE coding agent supporting Anthropic and OpenAI-compatible routes.

Official harness source · Only reviewed direct/gateway routes and its documented Claude Code bridge are enabled.

7 reviewed API routes · 9 subscription plansstable · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, Alibaba Cloud, Moonshot AI, Xiaomi, OpenRouter, Claude Pro, Claude Max 5x, Claude Max 20x, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Crush

Multi-model terminal coding agent from Charm.

Official harness source · OpenAI/Anthropic compatibility and DeepSeek’s first-party integration are reviewed.

4 reviewed API routes · 3 subscription plansstable · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, OpenRouter, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Kilo Code CLI

Terminal agent with broad documented provider configuration.

Official harness source · Only specifically reviewed OpenAI, Anthropic, Alibaba, DeepSeek, and gateway routes are enabled.

5 reviewed API routes · 6 subscription plansstable · At least one reviewed provider route.OpenAI, Anthropic, DeepSeek, Alibaba Cloud, OpenRouter, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro, Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Kimi Code

Moonshot’s coding harness and membership route.

Official harness source · This release keeps API and subscription recommendations on Moonshot/Kimi routes only.

1 reviewed API routes · 3 subscription plansstable · At least one reviewed provider route.Moonshot AI, Kimi Membership Moderato, Kimi Membership Allegretto, Kimi Membership Allegro

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Qwen Code

Qwen’s open-source terminal coding agent.

Official harness source · Alibaba/Qwen and specifically documented compatible routes only; Anthropic is not inferred.

4 reviewed API routes · 3 subscription plansstable · At least one reviewed provider route.OpenAI, DeepSeek, Alibaba Cloud, OpenRouter, QwenCloud Token Plan Individual Lite, QwenCloud Token Plan Individual Standard, QwenCloud Token Plan Individual Pro

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DeepSeek Harness (dsh)

Official DeepSeek coding harness.

Official harness source · Conservatively limited to DeepSeek direct in this release.

1 reviewed API routes · 0 subscription plansdeveloper preview · At least one reviewed provider route.DeepSeek

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Command Code

Command Code coding harness and individual plan client.

Official harness source · Only Command Code subscription plans are reviewed; Provider API access is not turned into a fixed-usage recipe.

0 reviewed API routes · 5 subscription plansstable · At least one reviewed provider route.Command Code Go, Command Code GOAT, Command Code Pro, Command Code Max 10x, Command Code Max 20x

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ZCode

Z.ai's official GLM-5.3 coding harness.

Official harness source · This harness uses the reviewed GLM Coding Plan; ZCode is not treated as a separate subscription provider.

0 reviewed API routes · 3 subscription plansstable · At least one reviewed provider route.Z.ai GLM Coding Plan Lite, Z.ai GLM Coding Plan Pro, Z.ai GLM Coding Plan Max

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Why the same model behaves differently

Harnesses choose prompts, expose different tools, truncate context, retry errors, and control permissions differently. Advertised tool calling is only an eligibility gate, not proof of workflow quality.