SupabasevsTwilio
How 10 AI models weigh Supabase against Twilio on the 1 buying question where both came up.
- Supabase
- 55%of answers named it
- Twilio
- 13%of answers named it
- Placed higher
- 23–6times Supabase vs Twilio, over 29 model rankings that listed either
- Models leaning
- 10–0toward Supabase vs Twilio
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 | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 50% | 17% | 2–1 | Supabase |
| GPT-6 Luna | 58% | 0% | 2–0 | Supabase |
| Gemini 4 Argon | 100% | 8% | 4–0 | Supabase |
| Qwen 3.8 Flash | 42% | 17% | 2–1 | Supabase |
| DeepSeek V4 Pro | 42% | 0% | 1–0 | Supabase |
| GLM-5.3 | 58% | 8% | 3–0 | Supabase |
| Kimi K3 | 42% | 8% | 2–1 | Supabase |
| MiniMax M3 | 50% | 25% | 2–1 | Supabase |
| Mistral Large 4 | 58% | 25% | 3–1 | Supabase |
| Nemotron 3 Ultra | 45% | 18% | 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
One reason per model, from the shared questions
- Claude Haiku 5.5
Flexible messaging APIs across SMS, WhatsApp, and in-app channels at scale.
- Gemini 4 Argon
Unbeatable for bridging in-app chat with SMS and WhatsApp inside a single thread.
- Qwen 3.8 Flash
Category-defining SMS/voice pricing; massive developer trust.
- MiniMax M3
Best programmable messaging embedded into apps
- Mistral Large 4
Pay per use; only worth it when you're building custom messaging.
- Nemotron 3 Ultra
Programmable, multi-channel API; pay-as-you-go for builders.
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 |
|---|---|---|
| Best realtime tools for web apps | 55% #6 | 13% #20 |
| Best databases for web apps | 76% #3 | · |
| Best authentication services for web apps | 25% #12 | · |
| Best cloud platforms for startups | 23% #12 | · |