ModelRefs / Text Embedding 3 Large vs Claude Opus 4 — Benchmarks, Prici…
Text Embedding 3 Large vs Claude Opus 4 — Benchmarks, Prici…
Text Embedding 3 Large vs Claude Opus 4: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stac…
Overview
Claude Opus 4: Claude Opus 4 is Anthropic's May 2025 hybrid-reasoning model for complex coding, reasoning, multimodal analysis, and long-running agent workflows. The dated claude-opus-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 Opus 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 Opus 4 vs Text Embedding 3 Large at a glance
| Attribute | Claude Opus 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 | $15/M tokens | $0.13/M tokens |
| Output price | $75/M tokens | Free / self-hosted |
| Licence | Proprietary | Proprietary |
| Self-hostable | No, hosted only | No, hosted only |
| Modalities | text, vision | text, Embedding |
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Frequently asked questions
Which is better, Text Embedding 3 Large or Claude Opus 4?
Text Embedding 3 Large and Claude Opus 4 target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Text Embedding 3 Large cheaper than Claude Opus 4?
Compare $0.00013 vs $0.0150 on this page.