Auto Efficient
by kilo-autoChatunverified match
Routes each request to the cheapest model that gets the job done, based on continuously benchmarked accuracy and cost.
- Context
- 1M tokens
- Max output
- 65,536 tokens
- Weights
- Closed
kilo-auto/efficient
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- —
- Weights
- Closed
- Input
- Text, Image
- Output
- Text
- Context window
- 1,000,000 max across endpoints
- Max output
- 65,536
- Providers
- 0 + 1 gateway, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.325 in at Kilo Gateway, via gateway, fees not verified
More details
- Last updated
- —
- Knowledge cutoff
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel toolsunknown
- Structured output
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt cachingunknown
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperature
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
Loading endpoints…
Cost calculator
Loading endpoints…
Similarly priced models
Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).
| Model | Blended/1M | In/1M | Out/1M | Context | vs Auto Efficient |
|---|---|---|---|---|---|
| Gemini 2.5 FlashGoogle | $0.60 | $0.27 | $2.25 | 1.05M | +1% |
| GPT-4.1 miniOpenAI | $0.60 | $0.40 | $1.60 | 1.05M | +1% |
| Skyfall 36B V2TheDrummer | $0.592 | $0.55 | $0.80 | 32.8K | −1% cheaper |
| Seed 2.1 TurboByteDance Seed | $0.59 | $0.354 | $1.77 | 262K | −1% cheaper |
| Inkling SmallThinking Machines | $0.575 | $0.45 | $1.20 | 1.05M | −3% cheaper |
| DeepSeek R1DeepSeek | $0.617 | $0.40 | $1.70 | 164K | +3% |
| llama-3-70bMeta | $0.623 | $0.59 | $0.79 | 8.2K | +5% |
| Devstral 2Mistral AI | $0.567 | $0.40 | $1.40 | 262K | −5% cheaper |
More from kilo-auto
Newest kilo-auto models in the catalogue. All kilo-auto models
| Model | Released | Context | Listed price |
|---|---|---|---|
| Auto Free | — | 256K | unpriced |
| Auto Small | — | 262K | $0.05 via Kilo Gateway |
| Auto Balanced | — | 1M | $0.325 via Kilo Gateway |
| Auto Frontier | — | 1M | $5.00 via Kilo Gateway |
Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model