ModelRefs / BGE-M3 vs Claude 3 Haiku
BGE-M3 vs Claude 3 Haiku
BGE-M3 vs Claude 3 Haiku: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
BGE-M3: BAAI's 568M-parameter multilingual embedding and retrieval model supporting dense, sparse, and multi-vector representations with inputs up to 8,192 tokens.
Claude 3 Haiku: Claude 3 Haiku is the speed-and-cost tier of Anthropic's original Claude 3 family, built for high-volume work such as customer support, document triage and many small tasks in parallel, with image input across a 200,000-token context window. Anthropic measured it at 21,000 tokens per second for prompts under 32,000 tokens. The claude-3-haiku-20240307 snapshot was deprecated on 19 February 2026 and retired on Anthropic-operated platforms on 20 April 2026, with Claude Haiku 4.5 as the replacement.
Context window: BGE-M3 accepts up to 8,192 tokens, Claude 3 Haiku up to 200,000. Confirm the limit for your specific deployment channel before relying on it.
BGE-M3 vs Claude 3 Haiku at a glance
| Attribute | BGE-M3 | Claude 3 Haiku |
|---|---|---|
| Provider | BAAI | Anthropic |
| Released | 2024-01-30 | 2024-03-13 |
| Context window | 8,192 tokens | 200,000 tokens |
| Input price | Free / self-hosted | $0.25/M tokens |
| Output price | Free / self-hosted | $1.25/M tokens |
| Licence | MIT | Proprietary |
| Self-hostable | Yes, open weights | No, hosted only |
| Modalities | text, Embedding, Open Source, Multilingual, BAAI | text, vision |
Where they differ most
- Cost Efficiency: BGE-M3 100%, Claude 3 Haiku 83%. BGE-M3 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 BGE-M3 vs Claude 3 Haiku.
Frequently asked questions
Which is better, BGE-M3 or Claude 3 Haiku?
BGE-M3 and Claude 3 Haiku target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is BGE-M3 cheaper than Claude 3 Haiku?
Compare Free — open weights vs $0.00025 on this page.