Swahili Evaluation of Audio AI Models
Swahili Evaluation of Audio AI Models
By
Gooey.AI
, CLEAR Global and the Gates Foundation • 30 Aug 2026 • Gooey.AI/language
0
2
4
6
8
10
12
0.6
0.7
0.8
0.9
1.0
Accuracy
Latency
Lower is better
More accurate
Gemini 3.1 Pro — Accuracy 0.95, Latency 5.79
Gemini 3.1 Pro
Fastest
Most Accurate
Gemini 3.1 Pro + Omni — Accuracy 0.92, Latency 9.33
Gemini 3.1 Pro + Omni
Gemini 3.1 Pro + Intron — Accuracy 0.91, Latency 10.73
Gemini 3.1 Pro + Intron
Gemini 3.1 Pro + GPT Transcribe — Accuracy 0.91, Latency 8.23
Gemini 3.1 Pro + GPT Transcribe
GPT 5.6 Sol + Omni — Accuracy 0.9, Latency 7
GPT 5.6 Sol + Omni
GPT 5.6 Sol + Intron — Accuracy 0.88, Latency 9.89
GPT 5.6 Sol + Intron
GPT 5.6 Sol + GPT Transcribe — Accuracy 0.87, Latency 6.39
GPT 5.6 Sol + GPT Transcribe
Claude Sonnet 5 + Omni — Accuracy 0.91, Latency 6.72
Claude Sonnet 5 + Omni
Claude Sonnet 5 + Intron — Accuracy 0.89, Latency 8.36
Claude Sonnet 5 + Intron
Claude Sonnet 5 + GPT Transcribe — Accuracy 0.84, Latency 5.85
Claude Sonnet 5 + GPT Transcribe
Kimi K3 + Omni — Accuracy 0.68, Latency 7.12
Kimi K3 + Omni
Kimi K3 + Intron — Accuracy 0.65, Latency 9.29
Kimi K3 + Intron
Kimi K3 + GPT Transcribe — Accuracy 0.7, Latency 6.71
Kimi K3 + GPT Transcribe
DeepSeek V4 + Omni — Accuracy 0.93, Latency 7.55
DeepSeek V4 + Omni
DeepSeek V4 + Intron — Accuracy 0.93, Latency 9.7
DeepSeek V4 + Intron
DeepSeek V4 + GPT Transcribe — Accuracy 0.87, Latency 5.89
DeepSeek V4 + GPT Transcribe
Gemini 3.7 Flash + Omni — Accuracy 0.84, Latency 7.61
Gemini 3.7 Flash + Omni
Gemini 3.7 Flash + Intron — Accuracy 0.85, Latency 10.02
Gemini 3.7 Flash + Intron
Gemini 3.7 Flash + GPT Transcribe — Accuracy 0.88, Latency 7.08
Gemini 3.7 Flash + GPT Transcribe
Gemini 3.1 Pro — Accuracy 0.95, Latency 5.79
0
Gemini 3.1 Pro + Omni — Accuracy 0.92, Latency 9.33
1
Gemini 3.1 Pro + Intron — Accuracy 0.91, Latency 10.73
2
Gemini 3.1 Pro + GPT Transcribe — Accuracy 0.91, Latency 8.23
3
GPT 5.6 Sol + Omni — Accuracy 0.9, Latency 7
4
GPT 5.6 Sol + Intron — Accuracy 0.88, Latency 9.89
5
GPT 5.6 Sol + GPT Transcribe — Accuracy 0.87, Latency 6.39
6
Claude Sonnet 5 + Omni — Accuracy 0.91, Latency 6.72
7
Claude Sonnet 5 + Intron — Accuracy 0.89, Latency 8.36
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Claude Sonnet 5 + GPT Transcribe — Accuracy 0.84, Latency 5.85
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Kimi K3 + Omni — Accuracy 0.68, Latency 7.12
10
Kimi K3 + Intron — Accuracy 0.65, Latency 9.29
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Kimi K3 + GPT Transcribe — Accuracy 0.7, Latency 6.71
12
DeepSeek V4 + Omni — Accuracy 0.93, Latency 7.55
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DeepSeek V4 + Intron — Accuracy 0.93, Latency 9.7
14
DeepSeek V4 + GPT Transcribe — Accuracy 0.87, Latency 5.89
15
Gemini 3.7 Flash + Omni — Accuracy 0.84, Latency 7.61
16
Gemini 3.7 Flash + Intron — Accuracy 0.85, Latency 10.02
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Gemini 3.7 Flash + GPT Transcribe — Accuracy 0.88, Latency 7.08
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Gooey.AI