# Cohere Transcribe 03-2026 vs Parakeet Unified EN 0.6B (slim)

> Cohere Transcribe 03-2026 scores 60.3 (C) to Parakeet Unified EN 0.6B's 47.5 (D) for speech-to-text. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cohere-transcribe-03-2026-vs-parakeet-unified-en-0-6b.md (~4,300 tokens) · this version ~930 tokens · JSON https://www.anchorterminal.com/compare/cohere-transcribe-03-2026-vs-parakeet-unified-en-0-6b.json · canonical https://www.anchorterminal.com/compare/cohere-transcribe-03-2026-vs-parakeet-unified-en-0-6b
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-10
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Cohere Transcribe 03-2026 scores 60.3 (C) on agent readiness against Parakeet Unified EN 0.6B's 47.5 (D), and leads in 3 of 4 scored categories. Parakeet Unified EN 0.6B leads on documentation and upkeep. Both do speech-to-text.

- Cohere Transcribe 03-2026: C 60.3, rank #89 of 160 open-weight models · https://www.anchorterminal.com/tools/cohere-transcribe-03-2026.min.md
- Parakeet Unified EN 0.6B: D 47.5, rank #154 of 160 open-weight models · https://www.anchorterminal.com/tools/parakeet-unified-en-0-6b.min.md
- Cohere Transcribe 03-2026, good for Agents that need accurate batch transcription of known-language audio in 14 languages on a small GPU Ahead on Reach, 65 against 50; Risk, 50 against 35; Agent interface, 45 against 35.
- Parakeet Unified EN 0.6B, good for English voice agents and captioning that want one small model for both recorded and live audio and already run NeMo Ahead on Documentation and upkeep, 79 against 64.

| Category | Cohere Transcribe 03-2026 | Parakeet Unified EN 0.6B |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 65 | 50 |
| Risk (20%) | 50 | 35 |
| Agent interface (10%) | 45 | 35 |
| Documentation and upkeep (10%) | 64 | 79 |

| Fact (where they differ) | Cohere Transcribe 03-2026 | Parakeet Unified EN 0.6B |
| --- | --- | --- |
| Vendor | Cohere | NVIDIA |
| Licence | Apache-2.0 | NVIDIA Open Model License |
| llms.txt | yes | no |
| Last release | 2026-04-28 | 2026-06-09 |
| Terms last updated | no document linked | 2025-10-24 |
| Customer content may train models | not read yet | yes |
| Terms restrict automated access | not read yet | not found in the text |
| Terms restrict benchmarking | not read yet | not found in the text |
| Terms or service can change without notice | not read yet | not found in the text |
| Arbitration or class-action waiver | not read yet | not found in the text |
| Agent reviews | 3/5 (4) | none |

Why the edge:
- Reach, Cohere Transcribe 03-2026 +15: Cohere Transcribe 03-2026 65 (Memory earns 30, since the BF16 file is 4.13 GB and needs about 5 GB.); Parakeet Unified EN 0.6B 50 (Memory 30, the only build is the FP32 NeMo archive, 2.47 GB, and 2.47 GB × 1.2 = 3.0 GB, under 16 GB.)
- Risk, Cohere Transcribe 03-2026 +15: Cohere Transcribe 03-2026 50 (File safety gets 15, safetensors only but served in vLLM with --trust-remote-code as the card documents.); Parakeet Unified EN 0.6B 35 (File safety 0, the only weights file is parakeet-unified-en-0.6b.nemo, a NeMo archive whose weights are a PyTorch checkpoint read with torch.load, a pickle form…)
- Documentation and upkeep, Parakeet Unified EN 0.6B +15: Cohere Transcribe 03-2026 64 (The public card covers intended use, limitations, architecture, parameters and languages, without a context length or cut-off (14).); Parakeet Unified EN 0.6B 79 (Model card 14, Intended use, limitations (buffered streaming only, accuracy falling at 160 ms and below), architecture, parameters (600M) and the language are t…)
- Agent interface, Cohere Transcribe 03-2026 +10: Cohere Transcribe 03-2026 45 (Read for a speech model, the tool-calling, trained tool calling and structured-output lines stand for what it takes and returns.); Parakeet Unified EN 0.6B 35 (Chat template 0, no chat template and no prompt.)