Together AI vs Prisma
Open-source LLM infra — inference + fine-tuning + dedicated GPUs + image/video/audio
vs. Next-gen ORM + serverless data platform (Postgres + Accelerate + Pulse)
Pricing tiers
Together AI
Pay-as-you-go
Per-token pricing for serverless inference. No minimum.
$0 base (usage-based)
Dedicated Endpoints
Single-tenant GPU endpoints billed hourly.
$0 base (usage-based)
Batch API (50% off)
50% discount for async batch processing on most serverless models.
$0 base (usage-based)
Reserved GPU Clusters
6+ day commitments with discounted reserved rates.
$0 base (usage-based)
Enterprise
Custom. Private deployments, VPC, SLAs, dedicated support.
Custom
Prisma
Prisma ORM (OSS)
$0. Apache-2.0. Unlimited self-hosted use with your own DB.
$0 base (usage-based)
Prisma Postgres — Free
$0. 100K queries/mo. 1GB storage. 3 DBs. Good for hobby/prototyping.
Free
Starter
$29/mo. 1M queries/mo. 10GB storage. Accelerate + Pulse included.
$29/mo
Pro
$99/mo. 5M queries/mo. 50GB storage. Priority + SLA.
$99/mo
Enterprise
Custom. HIPAA, SSO, dedicated, self-hosted Accelerate.
Custom
Free-tier quotas head-to-head
Comparing payg on Together AI vs starter on Prisma.
| Metric | Together AI | Prisma |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Together AI · 14 features
- Audio (ASR + TTS) — Whisper Large v3 + Cartesia Sonic-3.
- Batch API — 50% discount for async processing.
- Code Interpreter — LLM with integrated code execution.
- Code Sandbox — Secure Python execution environment.
- Dedicated Endpoints — Single-tenant GPU endpoints for consistent latency.
- Embeddings — BGE + nomic + mxbai embedding models.
- Fine-Tuning — LoRA + full fine-tune + DPO on Llama, Qwen, Mistral.
- Image Generation — FLUX.2, SD3, Ideogram, etc.
- OpenAI-Compat API — Drop-in OpenAI SDK replacement.
- Private Deploy — Dedicated tenant + VPC.
- Reranker — Rerank model for RAG retrieval refinement.
- Reserved Clusters — Discounted GPU clusters for committed use.
- Serverless Inference — 200+ open models. OpenAI-compatible API.
- Video Generation — Veo 3.0, Kling 2.1, Vidu 2.0.
Prisma · 13 features
- Client Extensions — Extend the client with middleware.
- Edge Runtime — Runs on Vercel/CF edge via Accelerate.
- End-to-end Type Safety — Types flow from schema to client.
- Prisma Accelerate — Global connection pool + query cache.
- Prisma Migrate — Schema migrations.
- Prisma Optimize — AI-driven query recommendations.
- Prisma ORM — OSS ORM for Node/TS.
- Prisma Postgres — Serverless Postgres built on Accelerate.
- Prisma Pulse — Database CDC streaming.
- Prisma Studio — GUI to browse + edit DB.
- Raw SQL + typedSql — Escape hatch for raw queries with types.
- Relation Querying — Nested include / select.
- Zero Cold Start Pool — Accelerate keeps a warm pool for serverless.
Developer interfaces
| Kind | Together AI | Prisma |
|---|---|---|
| CLI | Together CLI | prisma CLI |
| SDK | together-js, together-python | @prisma/client |
| REST | Code Sandbox / Interpreter, Dedicated Endpoints, Together REST API (OpenAI-compat) | — |
| OTHER | — | Prisma Accelerate, Prisma Data Platform, Prisma Optimize, Prisma Postgres, Prisma Pulse (CDC) |
Staxly is an independent catalog of developer platforms. Outbound links to Together AI and Prisma are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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