Models for octomind.
Zero keys.
Skip collecting API keys from five providers. One login — every model works, in the CLI and in the cloud. Free models forever; the good ones in the plan. Open to everyone today — no invite, no waitlist.
$ curl -fsSL https://octomind.run/install.sh | bash
$ octomind login # approve in the browser — no keys to paste
$ octomind # models just work — pick any with -m octohub:…
Transparent prices
Published per-token prices, metering that matches the table exactly. Caps you can see live — never a surprise bill.
Free tier, forever
Capable free models with $1 of usage every 7 days. No card, no expiry — just a login.
One key for models everywhere
The same hub key serves model calls in the CLI, inside cloud machines, and from any OpenAI-compatible tool pointed at the endpoint. (Scripting machines and sessions is the separate Developer API, documented in the panel.)
The table
5 models on the free tier · 32 more on any paid plan · 10 embedding models. Everything at our cost plus 5%. Same table the panel and the meter use — snapshot 2026-09-19.
The octomind benchmark ran on glm-5.2, which solved 24/25 real-PR benchmark tasks running in octomind, ahead of Claude Code with Opus.
Swipe the table for output prices and context →
| Model | Input /1M | Output /1M | Context |
|---|---|---|---|
| Available on the free tier | |||
| Qwen3.8 Flash free tier | $0.11 | $0.38 | 1M |
| Gemma 4 31B free tier | $0.20 | $0.20 | 128k |
| GPT-OSS 20B free tier | $0.03 | $0.10 | 128k |
| GLM-5.3 Flash free tier | $0.15 | $0.50 | 1M |
| Muse Spark 1.3 Contributor free tier | $0.10 | $0.20 | 1M |
| DeepSeek V4 Flash | $0.44 | $1.32 | 1M |
| DeepSeek V4 Pro | $1.32 | $3.96 | 1M |
| DeepSeek V4.1 Flash | $0.30 | $1.20 | 1M |
| Qwen3.7 Plus | $0.40 | $1.60 | 256k |
| Qwen3.5 397B | $0.60 | $3.60 | 256k |
| GPT-OSS 120B | $0.35 | $0.75 | 128k |
| MiniMax M3 | $0.30 | $1.20 | 1M |
| Kimi 2.6 | $0.95 | $4.00 | 256k |
| Kimi 2.7 Code | $0.95 | $4.00 | 256k |
| GLM-5.3 | $1.40 | $4.40 | 1M |
| Inkling | $1.00 | $4.05 | 1M |
| Inkling Small | $0.50 | $1.20 | 1M |
| Mercury 2.5 | $0.04 | $0.15 | 260k |
| Kimi K3 | $3.00 | $15.00 | 1M |
| Qwen3.8 Max | $2.00 | $6.00 | 1M |
| Muse Spark 1.3 | $1.25 | $4.25 | 1M |
| Grok 4.6 | $2.00 | $6.00 | 500k |
| Grok Build 0.1 | $1.00 | $2.00 | 256k |
| Claude Sonnet 5 | $2.00 | $10.00 | 200k |
| Claude Opus 5 | $5.00 | $25.00 | 1M |
| Claude Fable 5.1 | $10.00 | $50.00 | 1M |
| GPT-6 Astra | $10.00 | $50.00 | 1M |
| GPT 5.6 Luna | $0.20 | $1.20 | 1M |
| GPT 5.6 Terra | $2.00 | $12.00 | 1M |
| GPT 5.6 Sol | $4.00 | $20.00 | 1M |
| GPT 5.5 | $5.00 | $30.00 | 1M |
| GPT 5.4 Mini | $0.75 | $4.50 | 400k |
| GPT 5.4 Nano | $0.20 | $1.25 | 400k |
| GPT 5.5 Pro | $30.00 | $180.00 | 1M |
| Gemini 3.8 Flash | $0.75 | $3.75 | 1M |
| Gemini 3.5 Flash Lite | $0.30 | $2.50 | 1M |
| Gemini 3.1 Pro | $2.00 | $12.00 | 1M |
| Voyage 4 Large | $0.12 | — | 32k |
| Voyage 4 | $0.06 | — | 32k |
| Voyage 4 Lite | $0.02 | — | 32k |
| Voyage Code 4 | $0.12 | — | 32k |
| Jina v5 Omni Small | $0.02 | — | 32k |
| Jina v5 Omni Nano | $0.02 | — | 8k |
| Jina v5 Text Small | $0.02 | — | 32k |
| Jina v5 Text Nano | $0.02 | — | 8k |
| OpenAI Embedding 3 Small | $0.02 | — | 8k |
| OpenAI Embedding 3 Large | $0.13 | — | 8k |
Pro: $50/mo buys $50 of usage a month, at our cost plus 5%. Prices track the octomind version we run.
Embeddings route through the hub too — Voyage, Jina and OpenAI models from $0.02/1M tokens, drawn from plan usage and then credits. OpenAI Embedding 3 Small works on every plan, Free included; the rest need a paid plan or credits. Local CPU embeddings stay free on every plan, hub or not.
Fair use is per account, not per key: 1 model call at a time on Free, 3 in parallel on Pro, 5 on Max, 15 pooled on Team — past that, requests queue briefly and then 429.
Do the maths with real numbers
Same per-token prices as the table — pick a model, size the session.
One endpoint, any tool
The hub speaks OpenAI-compatible HTTP. Point any client at it — your editor, your scripts, your own product — with the hub key from the panel's Keys page. Same key, same wallet, same live caps.
export OPENAI_BASE_URL=https://hub.octomind.run/v1
export OPENAI_API_KEY=<hub key — panel → Keys>
Prefer to self-host?
The gateway is octohub — open source, Rust, one binary. Run your own with your own provider keys; the hosted hub is the same code with the keys problem solved.
Questions, answered straight
Can I use the hub outside octomind?
Yes. The endpoint is OpenAI-compatible — point any client at https://hub.octomind.run/v1 with the hub key from the panel’s Keys page. Your editor, your scripts, your own product: same key, same wallet, same caps.
What happens when I hit a cap?
On Pro, usage overflows automatically onto your prepaid credits — the session never dies. If credits run out too, keys pause with a visible reset countdown; machines, files and session history stay intact. On Free, the $1 allowance pauses until its 7-day window resets.
Do the free models really stay free?
Yes — $1 of usage every 7 days on capable open models (GLM-5.3 Flash, Qwen3.8 Flash, Gemma 4 31B, GPT-OSS 20B, Muse Spark 1.3 Contributor), forever. Login is required (it’s the abuse gate); no card, no expiry.
How many requests can run at once?
Fair use is per account: 1 model call at a time on Free, 3 in parallel on Pro, 5 on Max, 15 pooled on Team. Past that, requests queue briefly and then return 429.
How current are these prices?
This table is snapshotted from the live catalog at every build — the date sits right under the table, and it is the same catalog the meter bills from. Prices track the octomind version we run.
What about embeddings?
They route through the hub too — Voyage, Jina and OpenAI models from $0.02/1M tokens, drawn from plan usage and then credits. OpenAI Embedding 3 Small works on every plan, Free included; the rest need a paid plan or credits. Local CPU embeddings stay free on every plan, hub or not.
One subscription. Models and machines.
Hub isn't a separate bill — the same plan powers hosted models here and full cloud machines. Use it straight from the panel, or drop the key into your own CLI as a provider. $20 your first month, then $50/mo. Free tier stays free.