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Best LLM APIs & Model Routers

The best LLM API for coding agents in 2026 is the Claude API, because Opus 5.5 and Sonnet 5.5 lead on agentic coding and cheap cache reads keep long agent loops affordable.

The models behind your agents and AI features, with prices as checked.

Last checked · 5 ranked · editorial verdict · how we rank

The verdict

Claude API (Anthropic). Top coding/agent models (Opus 5.5 at $4/$20 per M tokens) with cheap cache reads for agent loops.

  1. #1

    Why #1: Top coding/agent models (Opus 5.5 at $4/$20 per M tokens) with cheap cache reads for agent loops.

    Best for
    Coding agents and tool-heavy apps
    Pricing
    Per million tokens (input/output): Opus 5.5 $4/$20, Sonnet 5.5 $2/$10, Haiku 5.5 $0.50/$2.50, Fable 5.1 $10/$50. Prompt-cache reads discounted.
    checked Oct 22, 2026 full review → official site ↗
  2. #2

    OpenAI API

    OpenAI

    Why #2: Widest range from GPT-6 Luna ($0.10/M input) to GPT-6 Astra; batch discounts.

    Best for
    General-purpose AI features at any budget
    Pricing
    Standard, per 1M tokens (short context, input/output): GPT-6 Astra $10/$50, GPT-6.1 Sol $2/$10, GPT-6 Luna $0.10/$0.50. Batch is ~50% off.
    checked Oct 22, 2026 full review → official site ↗
  3. #3

    Gemini API

    Google

    Why #3: Free tier for prototyping and Gemini 4 Argon at introductory $2/$10 (through Nov 30, 2026).

    Best for
    Prototyping free; long-context work
    Pricing
    Free tier on eligible models. Gemini 4 Argon (paid tier): $2 input / $10 output per 1M tokens through Nov 30, 2026, rising to $4 / $20 from Dec 1, 2026.
    checked Oct 22, 2026 full review → official site ↗
  4. #4

    OpenRouter

    OpenRouter

    Why #4: One key for 500+ models with routing and fallbacks; 5.5% fee.

    Best for
    Trying and switching models fast
    Pricing
    Free: 25+ free models, 50 requests/day. Standard pay-as-you-go with a 5.5% platform fee; Business 8%; Enterprise discounts.
    checked Oct 22, 2026 full review → official site ↗
  5. #5

    Groq

    Groq

    Why #5: Very fast open-model inference; check current rates.

    Best for
    Latency-critical features
    Pricing
    Usage-based per-token pricing; check pricing (pricing page did not show rates when checked).check pricing
    checked Oct 22, 2026 full review → official site ↗

FAQ

What is the #1 pick in Best LLM APIs & Model Routers?

The best LLM API for coding agents in 2026 is the Claude API, because Opus 5.5 and Sonnet 5.5 lead on agentic coding and cheap cache reads keep long agent loops affordable.

Which tools made the Best LLM APIs & Model Routers list?

#1 Claude API (Anthropic) (best for: coding agents and tool-heavy apps); #2 OpenAI API (best for: general-purpose ai features at any budget); #3 Gemini API (best for: prototyping free; long-context work); #4 OpenRouter (best for: trying and switching models fast); #5 Groq (best for: latency-critical features).

What's the cheapest way to start with Claude API (Anthropic)?

Per million tokens (input/output): Opus 5.5 $4/$20, Sonnet 5.5 $2/$10, Haiku 5.5 $0.50/$2.50, Fable 5.1 $10/$50. Prompt-cache reads discounted. (Checked 2026-10-22.)

Should I use a router like OpenRouter?

Yes while experimenting; consider going direct to a provider once you settle on a model to avoid the fee.

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