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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 | 451 |
| 🥈 | NVIDIA CanaryOfficial | 6.9 | 6.8 | 6.8 | 6.7 | 6.5 | 9.0 | 17,812 |
| 🥉 | DeepgramOfficial | 6.9 | 6.9 | 7.0 | 7.1 | 5.5 | 9.0 | 451 |
| #4 | NVIDIA ParakeetOfficial | 6.9 | 6.7 | 6.8 | 6.8 | 6.6 | 9.0 | 17,812 |
| #5 | Whisper Large v3 | 6.9 | 6.9 | 6.7 | 6.4 | 7.2 | 8.0 | 105,480 |
| #6 | OpenAI Whisper | 6.9 | 6.8 | 6.6 | 6.5 | 7.2 | 8.0 | 105,480 |
| #7 | AssemblyAIOfficial | 6.8 | 6.9 | 6.9 | 6.8 | 5.3 | 9.0 | 207 |
| #8 | Faster Whisper | 6.8 | 6.7 | 6.5 | 7.2 | 7.2 | 6.5 | 24,484 |
| #9 | Vosk | 6.7 | 6.3 | 6.2 | 7.1 | 7.2 | 8.5 | 14,978 |
| #10 | Azure SpeechOfficial | 6.6 | 6.6 | 6.8 | 6.7 | 5.5 | 8.0 | 322 |
| #11 | SpeechmaticsOfficial | 6.6 | 6.7 | 6.8 | 6.6 | 5.0 | 8.5 | 75 |
| #12 | Rev AIOfficial | 6.5 | 6.7 | 6.7 | 6.4 | 5.3 | 8.0 | 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 | 7,610 |
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Why Deepgram Nova-2 is #1
Deepgram Nova-2 leads NVIDIA Canary by +0.4 in Efficiency, and also wins in Output Quality, Reliability.
Output Quality
7.0
vs 6.8
Reliability
7.0
vs 6.8
Efficiency
7.1
vs 6.7
Cost
5.5
vs 6.5
Trust
9.0
vs 9.0
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
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