ModelRefs / Text Embedding 3 Large vs Claude 3.5 Haiku
Text Embedding 3 Large vs Claude 3.5 Haiku
Text Embedding 3 Large vs Claude 3.5 Haiku: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your s…
Overview
Claude 3.5 Haiku: Claude 3.5 Haiku is Anthropic's fast, low-cost model from late 2024, built for high-volume work such as classification, extraction and routing across a 200,000-token context window. The claude-3-5-haiku-20241022 snapshot was deprecated on 19 December 2025 and retired on Anthropic-operated platforms on 19 February 2026, with Claude Haiku 4.5 named as its replacement.
Text Embedding 3 Large: Text Embedding 3 Large is OpenAI's larger third-generation embedding model, returning 3,072-dimension vectors from inputs of up to 8,192 tokens. Its dimensions parameter shortens the vector at creation time without, as OpenAI puts it, the embedding losing its concept-representing properties, which lets a retrieval system trade index size against accuracy without changing models. Shortening at creation is preferred to truncating afterwards, which requires re-normalising the vector.
Context window: Claude 3.5 Haiku accepts up to 200,000 tokens, Text Embedding 3 Large up to 8,191. Confirm the limit for your specific deployment channel before relying on it.
Claude 3.5 Haiku vs Text Embedding 3 Large at a glance
| Attribute | Claude 3.5 Haiku | Text Embedding 3 Large |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Released | 2024-11-04 | 2024-01-25 |
| Context window | 200,000 tokens | 8,191 tokens |
| Input price | $0.8/M tokens | $0.13/M tokens |
| Output price | $4/M tokens | Free / self-hosted |
| Licence | Proprietary | Proprietary |
| Self-hostable | No, hosted only | No, hosted only |
| Modalities | text | text, Embedding |
Where they differ most
- Cost Efficiency: Claude 3.5 Haiku 65%, Text Embedding 3 Large 99%. Text Embedding 3 Large leads on this dimension.
Capability scores are ModelRefs' own derived signals, not vendor claims or benchmark results. Validate against your own workload before relying on them.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Text Embedding 3 Large vs Claude 3.5 Haiku.
Frequently asked questions
Which is better, Text Embedding 3 Large or Claude 3.5 Haiku?
Text Embedding 3 Large and Claude 3.5 Haiku target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Text Embedding 3 Large cheaper than Claude 3.5 Haiku?
Compare $0.00013 vs $0.00080 on this page.