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LEADERBOARD
Speech to Text
Audio transcription and speech recognition services
15tools ranked
Speech to Text Rankings
Ranked by overall ToolRoute Score across all benchmark dimensions
| Rank | Tool Name | ToolRoute Score | Output | Reliability | Efficiency | Cost | Trust | Stars |
|---|---|---|---|---|---|---|---|---|
| 🥇 | Faster Whisper | 7.1 | 6.7 | 6.5 | 7.2 | 7.2 | 9.5 | 26,356 |
| 🥈 | Deepgram Nova-2Official | 7.0 | 7.0 | 7.0 | 7.1 | 5.5 | 9.0 | 469 |
| 🥉 | Whisper Large v3 | 7.0 | 6.9 | 6.7 | 6.4 | 7.2 | 8.5 | 111,655 |
| #4 | NVIDIA CanaryOfficial | 6.9 | 6.8 | 6.8 | 6.7 | 6.5 | 9.0 | 18,663 |
| #5 | DeepgramOfficial | 6.9 | 6.9 | 7.0 | 7.1 | 5.5 | 9.0 | 469 |
| #6 | NVIDIA ParakeetOfficial | 6.9 | 6.7 | 6.8 | 6.8 | 6.6 | 9.0 | 18,663 |
| #7 | OpenAI Whisper | 6.9 | 6.8 | 6.6 | 6.5 | 7.2 | 8.5 | 111,655 |
| #8 | AssemblyAIOfficial | 6.8 | 6.9 | 6.9 | 6.8 | 5.3 | 8.6 | 213 |
| #9 | Vosk | 6.7 | 6.3 | 6.2 | 7.1 | 7.2 | 8.5 | 15,223 |
| #10 | SpeechmaticsOfficial | 6.7 | 6.7 | 6.8 | 6.6 | 5.0 | 8.9 | 75 |
| #11 | Azure SpeechOfficial | 6.6 | 6.6 | 6.8 | 6.7 | 5.5 | 8.0 | 326 |
| #12 | Rev AIOfficial | 6.5 | 6.7 | 6.7 | 6.4 | 5.3 | 7.5 | 36 |
| #13 | GladiaOfficial | 6.5 | 6.6 | 6.5 | 6.9 | 5.7 | 6.6 | 800 |
| #14 | Google Speech-to-TextOfficial | 6.3 | 6.7 | 6.9 | 6.7 | 5.5 | 4.0 | 355 |
| #15 | AWS TranscribeOfficial | 6.2 | 6.6 | 6.8 | 6.6 | 5.7 | 4.0 | 7,600 |
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Why Faster Whisper is #1
Faster Whisper leads Deepgram Nova-2 by +1.7 in Cost, and also wins in Trust, Efficiency.
Output Quality
6.7
vs 7.0
Reliability
6.5
vs 7.0
Efficiency
7.2
vs 7.1
Cost
7.2
vs 5.5
Trust
9.5
vs 9.0
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
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