Cohere Embed 5 launch: Document throughput
We show this table for reference; we do not rank on it.
Cohere launch retrieval report.
Evaluation results published by Cohere.
Documents per second on Cohere Embed 5 launch: Document throughput — September 30, 2026 launch; October 1 capture
We mirror the published documents per second view for Cohere Embed 5 launch: Document throughput. Cohere Embed 5 Fast leads the public snapshot at 377.3docs/s, followed by Cohere Embed 5 Pro (159.7docs/s). We do not use these results to rank models overall.
Cohere Embed 5 Fast
Cohere
Cohere provider report; evaluated snapshot and hardware undisclosed
Cohere Embed 5 Pro
Cohere
Cohere provider report; evaluated snapshot and hardware undisclosed
2 configurationsCross-domainDated provider configurationsDisplay onlyUpdated September 30, 2026 launch; October 1 capture
Documents per second table (2 configurations)
| Rank | Model / configuration | Score | Parameters (B) | Open / closed |
|---|---|---|---|---|
| 1 | Cohere Embed 5 FastCohereCohere provider report; evaluated snapshot and hardware undisclosed | 377.3docs/s | Not reported | Unknown |
| 2 | Cohere Embed 5 ProCohereCohere provider report; evaluated snapshot and hardware undisclosed | 159.7docs/s | Not reported | Unknown |
How to read this provider report
Average across approximately 200-token and 1K-token document lengths. Hardware, batch size, and serving settings are not disclosed; this is a provider throughput comparison, not end-to-end query latency.
Cohere reports these results in its Embed 5 launch. The linked full spreadsheet requires sign-in at capture, so this view includes only exact figures available in the public post. Model snapshots, evaluation dates, and uncertainty intervals are undisclosed.
Each input representation and metric retains its own cohort. RCP-nDCG@10 evaluates reordering a fixed candidate set; it does not measure first-stage retrieval. These provider comparisons do not enter weighted model rankings.
Freshness and provenance
Version
Cohere Embed 5 launch provider report
Refresh cadence
Reviewed dated source capture
Staleness state
Dated provider configurations
Question availability
Upstream datasets and terms; aggregate results only
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does Cohere Embed 5 launch: Document throughput measure?
Cohere launch retrieval report.
Which model leads the published Cohere Embed 5 launch: Document throughput snapshot?
Cohere Embed 5 Fast currently leads the published Cohere Embed 5 launch: Document throughput snapshot with 377.3docs/s documents per second. BenchLM shows this benchmark for display only and does not use it in overall rankings.
How many models are evaluated on Cohere Embed 5 launch: Document throughput?
The September 30, 2026 launch; October 1 capture snapshot contains 2 AI models.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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