Fish Audio vs Panels
Which Audio AI tool is better in 2026?
Fish Audio
Open-source-rooted TTS and voice cloning with emotional control, by Hanabi AI
Panels
Audio Data for AI Labs
Side-by-side
Fish Audio is the more established option (raised $30M); pricing is comparable on both sides.
| Metric | Fish Audio | Panels |
|---|---|---|
| Taglinei | Open-source-rooted TTS and voice cloning with emotional control, by Hanabi AI | Audio Data for AI Labs |
| Foundedi | 2023🏆 | 2025 |
| HQi | United States | San Francisco, US |
| Employeesi | — | 1-10🏆 |
| Neuron scorei | 69🏆 | 48 |
| Total fundingi | $30M🏆 | $500K |
| Latest roundi | Venture Round | Seed · Jan 2025 |
| Valuationi | $500M🏆 | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✓ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Pricing not listed |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Fish Audio and Panels.
| Capability | Fish Audio | Panels |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 2 (Python, JavaScript) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Fish Audio
- Has raised more capital ($30M vs $500K)
- Higher Neuron score (69 vs 48)
- Offers a free plan
- Offers a free trial
🔵 Strengths of Panels
- Newer company (2025)
Which should you choose?
Choose Panels if price matters most — it starts at Pricing not listed, which is friendlier for teams watching burn. Both AI Audio tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Fish Audio if you want the most established option — it has raised $30M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Fish Audio vs Panels — which is better?
It depends on your priority. Fish Audio has raised more capital and is the more established option; Panels has broader feature depth. See the side-by-side table above.
Is Fish Audio cheaper than Panels?
No — Panels's cheapest paid plan is Pricing not listed, while Fish Audio's is Free.
Do Fish Audio and Panels offer free plans?
Fish Audio: Yes, has a free plan. Panels: Paid only.
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