# Anthropic: claude-haiku-4.5

- Model ID: `claude-haiku-4.5`
- Provider: Anthropic
- Web version: https://www.moleapi.com/en/models/anthropic/claude-haiku-4-5
- Content status: alias

## Model introduction

Claude Haiku 4.5 is Anthropic's compact model for low latency and scaled use, suited to real-time interaction, classification, extraction, and routine automation.

## Model capabilities

- OpenAI compatible
- Prompt cache
- Reasoning

### Verified specifications

- Official positioning: Fast, compact Claude model
- Context window: 200,000 tokens
- Maximum output: 64,000 tokens
- Input / output: Text, image / Text

## Model pricing and access

Pricing is supplied dynamically by the MoleAPI console API.

### Standard (default, x1)

- Input: $1 / 1M tokens
- Output: $5 / 1M tokens
- Cache read: $0.1 / 1M tokens
- Cache write: $1.25 / 1M tokens

### Access protocols

| Protocol | Method | Endpoint |
| --- | --- | --- |
| openai | POST | /v1/chat/completions |

- Live pricing source: https://home.moleapi.com/api/pricing

## About claude-haiku-4.5

Claude Haiku 4.5 is Anthropic's compact model for low latency and scaled use, suited to real-time interaction, classification, extraction, and routine automation.

### Best for

Live support, moderation, mobile assistants, email classification, meeting summaries, and frequent tool calls.

### Core strengths

- Fast responses and lower cost fit user-facing products.
- Supports text and image input, extended thinking, and tools.
- A 200K context window covers most document and conversation work.

### Limitations

- Difficult reasoning, complex code, and long-running agents favor Sonnet or Opus.
- Disable unnecessary extended thinking when minimum latency matters.

### Selection and production evaluation

Start a claude-haiku-4.5 evaluation by mapping its official positioning to real work: Live support, moderation, mobile assistants, email classification, meeting summaries, and frequent tool calls. The first pass should exercise both its main strength, "Fast responses and lower cost fit user-facing products.", and its known limitation, "Difficult reasoning, complex code, and long-running agents favor Sonnet or Opus.", instead of relying on a single subjective general-chat comparison.

For access, MoleAPI currently lists openai protocols and the Standard billing groups for this Anthropic model; the default price summary is Input $1 / 1M tokens · Output $5 / 1M tokens. Pricing, protocols, and groups come from the live catalog, so production planning should still price representative requests using real context length, output size, and cache-hit assumptions.

No independent ranking is shown unless it matches this exact model ID and reasoning profile, so nearby variants are not used as a proxy. Before launch, pin the model ID, prompt, and sample set, then compare task accuracy, structured-output validity, tool-call success, and timeout rates under the same conditions.

The model material on this page was last checked on 2026-07-24. When upstream model cards, context limits, or tool support change, update the cited bilingual facts before changing the recommendation; live MoleAPI price changes remain separate and update from the catalog automatically.

### Sources

- [B.AI Claude Haiku 4.5 model guide](https://docs.b.ai/llmservice/models/claude-haiku-4-5/) — B.AI
- [Anthropic Claude model overview](https://platform.claude.com/docs/en/about-claude/models/overview) — Anthropic
- Last verified: 2026-07-24

## Code examples

### cURL

```bash
curl https://api.moleapi.com/v1/chat/completions \
  -H "Authorization: Bearer $MOLEAPI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"claude-haiku-4.5","messages":[{"role":"user","content":"Hello"}]}'
```

## More related models

- [claude-fable-5](https://www.moleapi.com/en/models/anthropic/claude-fable-5) — Anthropic
- [claude-opus-5](https://www.moleapi.com/en/models/anthropic/claude-opus-5) — Anthropic
- [claude-sonnet-5](https://www.moleapi.com/en/models/anthropic/claude-sonnet-5) — Anthropic
- [gpt-5.6-luna](https://www.moleapi.com/en/models/openai/gpt-5.6-luna) — OpenAI
- [gpt-5.6-sol](https://www.moleapi.com/en/models/openai/gpt-5.6-sol) — OpenAI
- [gpt-5.6-terra](https://www.moleapi.com/en/models/openai/gpt-5.6-terra) — OpenAI

## Frequently asked questions

### How is claude-haiku-4.5 priced?

Prices are read from the MoleAPI console API and update with model prices, context tiers, and account groups.

### How can I access claude-haiku-4.5?

The catalog currently lists openai.

### How do I switch an existing project to claude-haiku-4.5?

Keep the MoleAPI API address and key, replace the model parameter, and check protocol-specific parameters.

### Where do the claude-haiku-4.5 details come from?

Capabilities and limitations are checked against B.AI and the other cited pages; pricing and protocols come from the MoleAPI console.