ModelRefs / Text Embedding 3 Large vs Mistral Large 2
Text Embedding 3 Large vs Mistral Large 2
Text Embedding 3 Large vs Mistral Large 2: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your st…
Overview
Mistral Large 2: Mistral Large 2 is Mistral AI's 2024 flagship commercial model with a 128,000-token context window, built for instruction following, multilingual tasks and function calling in agentic workflows. Both releases are now retired on Mistral's own API: mistral-large-2407 on 30 March 2025, replaced by Mistral Large 3, and mistral-large-2411 on 31 May 2026, replaced by Mistral Medium 3.5.
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: Mistral Large 2 accepts up to 128,000 tokens, Text Embedding 3 Large up to 8,191. Confirm the limit for your specific deployment channel before relying on it.
Mistral Large 2 vs Text Embedding 3 Large at a glance
| Attribute | Mistral Large 2 | Text Embedding 3 Large |
|---|---|---|
| Provider | Mistral AI | OpenAI |
| Released | 2024-11-01 | 2024-01-25 |
| Context window | 128,000 tokens | 8,191 tokens |
| Input price | $2/M tokens | $0.13/M tokens |
| Output price | $6/M tokens | Free / self-hosted |
| Licence | Mistral Commercial | Proprietary |
| Self-hostable | No, hosted only | No, hosted only |
| Modalities | text | text, Embedding |
Where they differ most
- Cost Efficiency: Mistral Large 2 56%, 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 Mistral Large 2.
Frequently asked questions
Which is better, Text Embedding 3 Large or Mistral Large 2?
Text Embedding 3 Large and Mistral Large 2 target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Text Embedding 3 Large cheaper than Mistral Large 2?
Compare $0.00013 vs $0.00200 on this page.