ModelRefs / Text Embedding 3 Large vs Claude Sonnet 4 — Benchmarks, Pri…
Text Embedding 3 Large vs Claude Sonnet 4 — Benchmarks, Pri…
Text Embedding 3 Large vs Claude Sonnet 4: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your st…
Overview
Claude Sonnet 4: Claude Sonnet 4 is Anthropic's May 2025 hybrid-reasoning model for coding, visual reasoning, tool use, and agent workflows. The dated claude-sonnet-4-20250514 snapshot was retired on Anthropic-operated platforms on June 15, 2026 and is retained as a historical evaluation and migration reference.
Context window: Claude Sonnet 4 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 Sonnet 4 vs Text Embedding 3 Large at a glance
| Attribute | Claude Sonnet 4 | Text Embedding 3 Large |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Released | 2025-05-22 | 2024-01-25 |
| Context window | 200,000 tokens | 8,191 tokens |
| Input price | $3/M tokens | $0.13/M tokens |
| Output price | $15/M tokens | Free / self-hosted |
| Licence | Proprietary | Proprietary |
| Self-hostable | No, hosted only | No, hosted only |
| Modalities | text, vision | text, Embedding |
Where they differ most
- Cost Efficiency: Claude Sonnet 4 37%, 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 Sonnet 4 — Benchmarks, Pri….
Frequently asked questions
Which is better, Text Embedding 3 Large or Claude Sonnet 4?
Text Embedding 3 Large and Claude Sonnet 4 target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Text Embedding 3 Large cheaper than Claude Sonnet 4?
Compare $0.00013 vs $0.00300 on this page.