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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 |
|---|---|---|---|---|---|---|---|---|
| 🥇 | Deepgram Nova-2Official | 7.0 | 7.0 | 7.0 | 7.1 | 5.5 | 9.0 | 444 |
| 🥈 | Whisper Large v3 | 7.0 | 6.9 | 6.7 | 6.4 | 7.2 | 8.5 | 102,726 |
| 🥉 | NVIDIA CanaryOfficial | 6.9 | 6.8 | 6.8 | 6.7 | 6.5 | 9.0 | 17,377 |
| #4 | NVIDIA ParakeetOfficial | 6.9 | 6.7 | 6.8 | 6.8 | 6.6 | 9.0 | 17,377 |
| #5 | DeepgramOfficial | 6.9 | 6.9 | 7.0 | 7.1 | 5.5 | 9.0 | 444 |
| #6 | OpenAI Whisper | 6.9 | 6.8 | 6.6 | 6.5 | 7.2 | 8.5 | 102,726 |
| #7 | AssemblyAIOfficial | 6.8 | 6.9 | 6.9 | 6.8 | 5.3 | 9.0 | 205 |
| #8 | Faster Whisper | 6.8 | 6.7 | 6.5 | 7.2 | 7.2 | 6.5 | 23,622 |
| #9 | Vosk | 6.8 | 6.3 | 6.2 | 7.1 | 7.2 | 8.7 | 14,849 |
| #10 | Azure SpeechOfficial | 6.6 | 6.6 | 6.8 | 6.7 | 5.5 | 8.0 | 320 |
| #11 | Rev AIOfficial | 6.6 | 6.7 | 6.7 | 6.4 | 5.3 | 8.2 | 36 |
| #12 | SpeechmaticsOfficial | 6.6 | 6.7 | 6.8 | 6.6 | 5.0 | 8.0 | 75 |
| #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 | 356 |
| #15 | AWS TranscribeOfficial | 6.2 | 6.6 | 6.8 | 6.6 | 5.7 | 4.1 | 7,620 |
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Why Deepgram Nova-2 is #1
Deepgram Nova-2 leads Whisper Large v3 by +0.7 in Efficiency, and also wins in Trust, Reliability, Output Quality.
Output Quality
7.0
vs 6.9
Reliability
7.0
vs 6.7
Efficiency
7.1
vs 6.4
Cost
5.5
vs 7.2
Trust
9.0
vs 8.5
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
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