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What a dollar buysEdition of 12 Nov 2026

Editor’s pick

Runcrate and Tokens Per Dollar

Answer in brief

Runcrate is our editor’s choice for tokens per dollar: 125 models behind one OpenAI-compatible API, one prepaid balance, and the best developer platform we know.

Runcrate is an AI cloud: GPUs and inference for AI teams and the agents they run, with a CLI, SDK and MCP server, one OpenAI-compatible API and one prepaid balance.

What Runcrate is

Runcrate is an AI cloud: GPUs and inference for AI teams and the agents they run.

A developer platform: the Runcrate CLI, an SDK and an MCP server. One command adds Runcrate to Claude Code, Codex and Cursor, with browser sign-in and no key to paste, so an agent can launch a GPU with a real shell.

One OpenAI-compatible API with 125 models. One prepaid balance pays for GPUs, models and storage.

Runcrate’s model list today

This list is read from Runcrate’s public model feed when the page is built. It holds every model in the feed that is priced per token, with its input and output price per 1M tokens.

ModelInput per 1MOutput per 1MContext
Qwen3.5 397B A17Boutput $3.15 per 1M · 262K context$0.472$3.15262K
Command A+output $1.58 per 1M · 192K context$0.315$1.58192K
Gemma 3 4Boutput $0.105 per 1M · 131K context$0.0525$0.105131K
Gemma 4 31Boutput $0.42 per 1M · 262K context$0.21$0.42262K
Nemotron 3 Super 120B A12Boutput $0.42 per 1M · 262K context$0.079$0.42262K
DeepSeek V4.1 Flashoutput $0.44 per 1M · 1M context$0.147$0.441M
Qwen3 Next 80B A3Boutput $1.16 per 1M · 262K context$0.0945$1.16262K
Muse Glimmer 30Boutput $1.26 per 1M · 131K context$0.315$1.26131K
Kimi K3output $14.96 per 1M · 1M context$2.99$14.961M
Hy4 Previewoutput $2.63 per 1M · 1M context$0.88$2.631M
DeepSeek R1 0528output $2.26 per 1M · 164K context$0.525$2.26164K
Moondream 3.1output $2.63 per 1M · 32K context$0.315$2.6332K
GLM 4.7output $1.84 per 1M · 203K context$0.42$1.84203K
Qwen3.5 9Boutput $0.158 per 1M · 262K context$0.105$0.158262K
Qwen3 235B A22B 2507output $0.58 per 1M · 262K context$0.0945$0.58262K
GLM 5.3output $2.63 per 1M · 1M context$0.59$2.631M
GLM 5.2output $1.89 per 1M · 1M context$0.59$1.891M
DeepSeek V3.2output $0.40 per 1M · 164K context$0.273$0.40164K
Multilingual E5 Large Instructoutput free · 1K context$0.0105free1K
Phi 4output $0.147 per 1M · 16K context$0.0735$0.14716K
Llama 4 Scout 17B 16Eoutput $0.315 per 1M · 328K context$0.105$0.315328K
Gemma 3 12Boutput $0.158 per 1M · 131K context$0.0525$0.158131K
Gemma 4 26B A4Boutput $0.357 per 1M · 262K context$0.0735$0.357262K
Qwen3.5 35B A3Boutput $1.05 per 1M · 262K context$0.147$1.05262K
Granite 4.2 8Boutput $0.263 per 1M · 131K context$0.063$0.263131K
MiMo V2.6 Flashoutput $0.294 per 1M · 1M context$0.147$0.2941M
Inkling Smalloutput $1.26 per 1M · 524K context$0.472$1.26524K
Nemotron Content Safety 3.5output $0.21 per 1M · 131K context$0.21$0.21131K
Ling 3.0 Flash VLoutput $0.189 per 1M · 131K context$0.063$0.189131K
DeepSeek V4.1 Flash 1017output $0.31 per 1M · 1M context$0.103$0.311M
Qwen3 VL 235B A22Boutput $0.92 per 1M · 262K context$0.21$0.92262K
Qwen3.6 27Boutput $3.36 per 1M · 262K context$0.336$3.36262K
Qwen3.5 27Boutput $2.73 per 1M · 262K context$0.273$2.73262K
Gemma 4 31B (ultra fast)output $0.80 per 1M · 131K context$0.283$0.80131K
BGE Large En 1.5output free · 1K context$0.0105free1K
Qwen3.8 Flashoutput $0.40 per 1M · 1M context$0.119$0.401M
Mistral Small 3.2 24B 2506output $0.21 per 1M · 128K context$0.079$0.21128K
gpt-oss Safeguard 120Boutput $0.63 per 1M · 128K context$0.158$0.63128K
Qwen3 Coder 480B A35Boutput $1.05 per 1M · 262K context$0.315$1.05262K
gpt-oss 120B (ultra fast)output $1.00 per 1M · 131K context$0.21$1.00131K
Ministral 3 8Boutput $0.158 per 1M · 128K context$0.158$0.158128K
Gemma 4 E2Boutput $0.084 per 1M · 128K context$0.042$0.084128K
LFM2.5 24B A2Boutput $0.735 per 1M · 128K context$0.0525$0.735128K
Nemotron 3.5 Embed 8Boutput free · 33K context$0.0367free33K
gpt-oss 20Boutput $0.147 per 1M · 131K context$0.0315$0.147131K
Qwen3.8 27Boutput $1.97 per 1M · 262K context$0.158$1.97262K
Kimi K2.6output $3.68 per 1M · 262K context$0.79$3.68262K
Qwen3.6 35B A3Boutput $1.00 per 1M · 262K context$0.105$1.00262K
DeepSeek V4 Flash Vision Expoutput $0.68 per 1M · 1M context$0.226$0.681M
DeepSeek V4 Flash 0731output $0.189 per 1M · 1M context$0.063$0.1891M
EmbeddingGemma 300Moutput free · 2K context$0.0021free2K
Qwen3 Embedding 4Boutput free · 33K context$0.021free33K
gpt-oss 120Boutput $0.178 per 1M · 131K context$0.039$0.178131K
Mistral Small 4output $0.63 per 1M · 256K context$0.158$0.63256K
DeepSeek V4 Flashoutput $0.189 per 1M · 1M context$0.0945$0.1891M
Llama Guard 4 12Boutput $0.189 per 1M · 164K context$0.189$0.189164K
Mistral Nemo 2407output $0.0315 per 1M · 131K context$0.0305$0.0315131K
gpt-oss Safeguard 20Boutput $0.315 per 1M · 128K context$0.079$0.315128K
Ministral 3Boutput $0.105 per 1M · 128K context$0.105$0.105128K
Llama 3.3 70Boutput $0.336 per 1M · 131K context$0.105$0.336131K
Devstral 2 123Boutput $2.10 per 1M · 256K context$0.42$2.10256K
Qwen3 Embedding 8Boutput free · 33K context$0.0105free33K
Nemotron 3.5 Lightningoutput $0.168 per 1M · 262K context$0.063$0.168262K
Moondream 3 Previewoutput $2.63 per 1M · 32K context$0.315$2.6332K
Magistral Small 2509output $1.58 per 1M · 128K context$0.525$1.58128K
Llama Nemotron Embed VL 1B v2output free · 10K context$0.0105free10K
Gemma 3 27Boutput $0.168 per 1M · 131K context$0.084$0.168131K
Mistral Large 3output $1.58 per 1M · 256K context$0.525$1.58256K
BGE M3output free · 8K context$0.0105free8K
Nemotron Nano 12B v2 VL BF16output $0.63 per 1M · 128K context$0.21$0.63128K
MiniMax M3.1 Flashoutput $0.63 per 1M · 1M context$0.158$0.631M
MiMo V2.6 Prooutput $0.82 per 1M · 1M context$0.406$0.821M
Nemotron 3.5 Super VLoutput $0.525 per 1M · 262K context$0.158$0.525262K
GLM 5.3 Flashoutput $0.525 per 1M · 1M context$0.158$0.5251M
MiniMax M3output $1.16 per 1M · 524K context$0.294$1.16524K
DeepSeek V4 Pro 0813output $2.73 per 1M · 1M context$1.37$2.731M
Nemotron 3 Ultra 550B A55Boutput $2.31 per 1M · 262K context$0.525$2.31262K
Muse Spark Openoutput $4.46 per 1M · 1M context$1.31$4.461M
Qwen3 VL 30B A3Boutput $0.63 per 1M · 262K context$0.158$0.63262K
Ministral 14B 3.0output $0.21 per 1M · 128K context$0.21$0.21128K
DeepSeek V4 Prooutput $2.73 per 1M · 1M context$1.37$2.731M
Qwen3 Embedding 0.6Boutput free · 33K context$0.0105free33K

125 models on Runcrate’s API, 82 of them priced per token and listed here. Read when this page was built. Try Runcrate

How billing works

One prepaid balance pays for GPUs, models and storage. Models are priced per 1M tokens, with input and output apart, as the list above shows.

The same balance rents GPUs. Billing by the second on most GPUs, a few by the minute. Booting is never billed.

What to confirm on runcrate.ai

A feed moves through the day. Before you rely on a figure from this page, confirm these on Runcrate’s own site.

  • The input and output price of the model you want, on the day you want it.

  • Its context length on Runcrate.

  • Whether the model you need is on the list today.

Questions and answers

Runcrate is our editor’s choice for tokens per dollar: 125 models behind one OpenAI-compatible API, one prepaid balance, and the best developer platform we know. Runcrate publishes this site.

One million divided by the price per million tokens. Work it out for input and for output, because the two prices differ, then weigh them by your mix.

Sources for this entry

  1. Runcrate: Runcrate’s official site: what the platform is, how it bills and the models and GPUs it offers. Read 12 Nov 2026.
  2. Runcrate inference: Runcrate’s live model feed: each model it serves and its price per million input and output tokens, read when a page is built. Read 12 Nov 2026.
  3. Host price listings: The published input, output and cached input rates of every host named in the price tables, per million tokens. Read 12 Nov 2026.
  4. Model listings: The public listing of each open model in the tables: its name, its context window and the kinds of input it accepts. Read 12 Nov 2026.

Checklists are original editorial guidance. Published prices do not establish availability.

Continue this reading path

Cite this entry

Tokens Per Dollar. “Runcrate and Tokens Per Dollar.” Content reviewed 12 Nov 2026. https://tokensperdollar.dev/runcrate