SupabasevsTwilio Conversations
How 10 AI models weigh Supabase against Twilio Conversations on the 1 buying question where both came up.
- Supabase
- 55%of answers named it
- Twilio Conversations
- 22%of answers named it
- Placed higher
- 21–4times Supabase vs Twilio Conversations, over 25 model rankings that listed either
- Models leaning
- 8–1toward Supabase vs Twilio Conversations; 1 even
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Supabase | Twilio Conversations | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 50% | 50% | 1–2 | Twilio Conversations |
| GPT-6 Luna | 58% | 25% | 2–0 | Supabase |
| Gemini 4 Argon | 100% | 17% | 4–0 | Supabase |
| Qwen 3.8 Flash | 42% | 0% | 2–0 | Supabase |
| DeepSeek V4 Pro | 42% | 17% | 1–0 | Supabase |
| GLM-5.3 | 58% | 0% | 3–0 | Supabase |
| Kimi K3 | 42% | 42% | 1–1 | Even |
| MiniMax M3 | 50% | 0% | 2–0 | Supabase |
| Mistral Large 4 | 58% | 33% | 3–0 | Supabase |
| Nemotron 3 Ultra | 45% | 36% | 2–1 | Supabase |
What the models say about Supabase
One reason per model, from the shared questions
- Claude Haiku 5.5
Open-source Postgres-backed realtime channels, good for teams wanting self-hosting options.
- GPT-6 Luna
Open-source-friendly realtime features pair well with its Postgres-backed application stack.
- Gemini 4 Argon
Combines Postgres database changes, broadcast, and presence into one developer-friendly platform.
- Qwen 3.8 Flash
Open Firebase alternative with postgres-backed channels.
- DeepSeek V4 Pro
Postgres-native, open source, built-in auth and row-level security
- GLM-5.3
Open source Postgres-based realtime; great if already on Supabase.
- Kimi K3
Open-source, postgres-backed, generous free tier, easy presence and broadcast.
- MiniMax M3
Postgres-backed realtime subscriptions, ideal if already using Supabase.
- Mistral Large 4
Open-source alternative built on PostgreSQL with simple integration.
- Nemotron 3 Ultra
Postgres-backed, open-source, SQL filters, self-hostable option.
What the models say about Twilio Conversations
One reason per model, from the shared questions
- Claude Haiku 5.5
Solid programmable chat with cross-channel messaging and good documentation.
- Gemini 4 Argon
Ideal when your web chat needs to bridge seamlessly with SMS and WhatsApp channels.
- Kimi K3
Enterprise-grade messaging with SMS fallback, compliance features, higher cost.
- Nemotron 3 Ultra
Cross-channel chat with robust SDKs and scaling
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Supabase | Twilio Conversations |
|---|---|---|
| Best realtime tools for web apps | 55% #6 | 22% #12 |
| Best databases for web apps | 76% #3 | · |
| Best authentication services for web apps | 25% #12 | · |
| Best cloud platforms for startups | 23% #12 | · |