codesota.com valid
CodeSOTA
Independent benchmarks and model comparisons for AI engineers. We track the state of the art across OCR, speech, code generation, computer vision, and more — with reproducible evaluation and honest reporting.
For agents: CodeSOTA publishes independent AI benchmarks and leaderboards for OCR, speech, code generation and agentic coding tools, with reproducible evaluation.
ai benchmarksleaderboardsocr benchmarkspeech recognitionswe-bench
- Authority
- 46 reach 5 · trust 5 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://www.codesota.com/llms.txt
- Sections
- 9
- Links
- 54
- Size
- 7753 bytes
- Popularity rank
- #973122
- Country
- Poland
- Categories
- AI and machine learning · Developer tools
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- Audience
- developers · agents can: search content, read docs · en
- First seen
- 2026-10-19T10:45:32.349Z
- Last checked
- 2026-10-21T22:52:29.547Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T22:52:28.293Z. Cached copy · Source on codesota.com
# CodeSOTA
> Independent benchmarks and model comparisons for AI engineers. We track the state of the art across OCR, speech, code generation, computer vision, and more — with reproducible evaluation and honest reporting.
Every page on this site answers a concrete engineering question (which OCR for handwriting? which TTS for realtime? which coding agent wins SWE-Bench this month?) rather than reacting to press releases. Numbers come from first-party benchmark runs, vendor APIs, and published leaderboards, with methodology disclosed.
## Flagship sections
- [OCR benchmarks and comparisons](https://www.codesota.com/ocr): 30+ OCR models across 7 benchmarks (OmniDocBench, OCRBench v2, olmOCR, CC-OCR, MME-VideoOCR, KITAB, ThaiOCR).
- [Speech AI leaderboard](https://www.codesota.com/speech): STT (Parakeet RNNT, Voxtral, Whisper v3 Turbo, Deepgram Nova-3) and TTS (ElevenLabs, OpenAI, Cartesia, Gradium, Kokoro, F5-TTS, Orpheus).
- [Voice fingerprints](https://www.codesota.com/speech/voice-fingerprints): reproducible DSP pipeline — real mel spectrograms, F0 contours, MFCC, spectral centroid. Same prompt across every model.
- [Agentic coding comparisons](https://www.codesota.com/agentic): Claude Code vs Cursor vs Codex vs Devin vs Aider vs OpenHands vs SWE-agent.
- [SWE-Bench leaderboard](https://www.codesota.com/browse/computer-code/code-generation/swe-bench): the benchmark that actually moves rankings for coding models.
- [Browse by task](https://www.codesota.com/browse): taxonomy covering computer vision, NLP, medical, reasoning, reinforcement learning, time series, audio, multimodal.
## Comparison pages (buyer intent)
- [paddleocr vs tesseract](https://www.codesota.com/ocr/paddleocr-vs-tesseract)
- [docling vs mineru](https://www.codesota.com/ocr/docling-vs-mineru)
- [claude vs gpt-4o OCR](https://www.codesota.com/ocr/claude-vs-gpt4o-ocr)
- [tesseract vs easyocr](https://www.codesota.com/ocr/tesseract-vs-easyocr)
- [best OCR for handwriting](https://www.codesota.com/ocr/best-for-handwriting)
- [best OCR for Python](https://www.codesota.com/ocr/best-for-python)
- [best OCR for invoices](https://www.codesota.com/ocr/best-for-invoices)
- [ElevenLabs vs OpenAI TTS](https://www.codesota.com/speech/elevenlabs-vs-openai-tts)
- [ElevenLabs vs Cartesia](https://www.codesota.com/speech/elevenlabs-vs-cartesia)
- [OpenAI vs Google TTS](https://www.codesota.com/speech/openai-tts-vs-google-tts)
- [best TTS for podcasts](https://www.codesota.com/speech/best-for-podcasts)
- [best TTS for audiobooks](https://www.codesota.com/speech/best-for-audiobooks)
- [best TTS for realtime](https://www.codesota.com/speech/best-for-realtime)
- [best TTS for voice cloning](https://www.codesota.com/speech/best-for-voice-cloning)
- [Claude Code vs Cursor Composer](https://www.codesota.com/agentic/claude-code-vs-cursor-composer)
- [Claude Code vs OpenAI Codex](https://www.codesota.com/agentic/claude-code-vs-codex)
- [Devin vs Claude Code](https://www.codesota.com/agentic/devin-vs-
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| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| sourcey.com | Sourcey | interface AI and machine learning AI agents and MCP | 70 | ✓ | ✓ | ||
| gofrantic.com | Frantic | interface AI and machine learning AI agents and MCP | 61 | ✓ | |||
| intellweb.ai | Intellweb | documentation Ecommerce Productivity +3 | US | 61 | ✓ | ✓ | |
| agentwebmap.com | Agent Web Map | interface AI and machine learning AI agents and MCP +1 | FR | 60 | ✓ | ✓ | |
| cloudflare.com | Cloudflare | interface AI and machine learning Cybersecurity +1 | 85 | ✓ | ✓ | ||
| adobe.com | Adobe Tools | transactional AI and machine learning Design +1 | FR | 75 | ✓ | ||
| taboola.com | Taboola.com | documentation AI and machine learning Marketing | 75 | ✓ | ✓ | ||
| opera.com | The Opera browser overview | documentation Infrastructure AI and machine learning +2 | NL | 74 | ✓ |
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