Data points: 48
Model compare
The readout for Rerank V3.5 and Text Embedding 3 Large, before the detailed comparison sheet.
Weighted outcome: Text Embedding 3 Large. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Text Embedding 3 Large
Text Embedding 3 Large has the higher weighted result; Model A / B score 0 to 100.
Evidence depth
48 data points
Includes 0 benchmark rows, 0 audit samples, and 3 provider examples.
Selection signal
Start with Text Embedding 3 Large
The charts below split 3 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for Rerank V3.5 and Text Embedding 3 Large: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Rerank V3.5 | Text Embedding 3 Large |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 0.0 pts | 100.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | No data | Cheapest input price, Free providers, Provider coverage |
| Context window | 4.1K tokens | 8.2K tokens |
| Max output | No data | No data |
| Modalities | Input Text Output rerank | Input Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | Rerank V3.5 | Text Embedding 3 Large |
|---|---|---|
| Developer | Cohere | OpenAI |
| Released | Apr 2026 | Oct 2025 |
| Parameters | No data | No data |
| Tokenizer | Cohere | Other |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | cohere/rerank-v3.5 | openai/text-embedding-3-large |
| References | No data | No data |
This report only uses LMSpeed data for Rerank V3.5 and Text Embedding 3 Large: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Rerank V3.5
Rerank V3.5 does not clearly lead in the benchmark or operational dimensions shared by both models.
Text Embedding 3 Large
Text Embedding 3 Large has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Rerank V3.5 | Text Embedding 3 Large |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | Rerank V3.5 | Text Embedding 3 Large |
|---|---|---|
0 tests | Rerank V3.5 rerank-v3.5 speed / latency N/A / N/A input / output $5.00/M/$5.00/M | Text Embedding 3 Large text-embedding-3-large speed / latency N/A / N/A input / output $20.00/M/$20.00/M |
0 tests | Rerank V3.5 rerank-v3.5 speed / latency N/A / N/A input / output $75.00/M/$75.00/M | Text Embedding 3 Large text-embedding-3-large speed / latency N/A / N/A input / output $0.130/M |
0 tests | Rerank V3.5 rerank-v3.5 speed / latency N/A / N/A input / output $0.064/request | Text Embedding 3 Large text-embedding-3-large speed / latency N/A / N/A input / output $0.223/M |
Weighted outcome: Text Embedding 3 Large. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputRerank outputStructured outputsJSON mode | Text inputEmbeddings outputStructured outputsJSON mode |
|---|
