Inference / Models

16 models live today, more on the way. Name the model in each request; every call is traced and billed to one account.

API host
https://platform.parseclab.ai
Authentication
Authorization: Bearer $PARSEC_API_KEY

Decisions

TOD decision

Parsec · Live

Typed decisions over a state: choices of 2 to 512 labels, yes/no and ordinal scores, with a calibrated probability for every option. Text and up to 8 images per state.

Model id
tod-picker
Endpoint
POST /v1/systemone · POST /v1/pick
Price
  • 10,000 free decisions per account
  • $0.10 input
  • No output tokens
Examples and details

Text

Claude Fable 5.1

Anthropic · Live

Anthropic's most capable model, for demanding reasoning and long-horizon agentic work. 1M-token context.

Model id
claude-fable-5-1
Endpoint
POST /v1/chat/completions
Price
  • $10.00 input
  • $50.00 output

Claude Opus 5.5

Anthropic · Live

Long-running agentic coding and knowledge work; Anthropic's default pick for most workloads. 1M-token context.

Model id
claude-opus-5-5
Endpoint
POST /v1/chat/completions
Price
  • $4.00 input
  • $20.00 output

Claude Sonnet 5.5

Anthropic · Live

The best combination of speed and intelligence in the Claude line. 1M-token context.

Model id
claude-sonnet-5-5
Endpoint
POST /v1/chat/completions
Price
  • $2.00 input
  • $10.00 output

Gemini 4 Argon

Google · Live

Google's flagship reasoning model. 1M-token context.

Model id
gemini-4-argon
Endpoint
POST /v1beta/models/gemini-4-argon:generateContent
Price
  • $4.00 input
  • $20.00 output

Gemini 3.8 Flash

Google · Live

The most capable Flash model: fast and inexpensive.

Model id
gemini-3.8-flash
Endpoint
POST /v1beta/models/gemini-3.8-flash:generateContent
Price
  • $1.50 input
  • $7.50 output

Gemini 3.5 Flash-Lite

Google · Live

The fastest, cheapest Gemini model, for high-volume work.

Model id
gemini-3.5-flash-lite
Endpoint
POST /v1beta/models/gemini-3.5-flash-lite:generateContent
Price
  • $0.30 input
  • $2.50 output

Qwen

Hosted by Parsec · Coming soon

Open-weight chat models, served on our hardware.

GPT

OpenAI · Coming soon

OpenAI's models through the Chat Completions API.

Image

Nano Banana 2

Google · Live

Gemini 3.1 Flash Image: image generation and editing from text and images.

Model id
nano-banana-2
Endpoint
POST /v1beta/models/nano-banana-2:generateContent
Price
  • $0.50 input
  • $3.00 text output
  • $60.00 image output (about $0.067 per 1K image)

Nano Banana 2.1

Google · Live

Gemini Nano Banana 2.1: image generation and editing from text and images.

Model id
nano-banana-2.1
Endpoint
POST /v1beta/models/nano-banana-2.1:generateContent
Price
  • $1.50 input
  • $7.50 text output
  • $30.00 image output (about $0.034 per 1K image)

Nano Banana Pro

Google · Live

Gemini 3 Pro Image: higher-fidelity image generation and editing, up to 4K.

Model id
nano-banana-pro
Endpoint
POST /v1beta/models/nano-banana-pro:generateContent
Price
  • $2.00 input
  • $12.00 text output
  • $120.00 image output (about $0.134 per 1K or 2K image, $0.24 per 4K)

Nano Banana 2 Lite

Google · Live

Gemini 3.1 Flash-Lite Image: faster, cheaper image generation and editing at 1K.

Model id
nano-banana-2-lite
Endpoint
POST /v1beta/models/nano-banana-2-lite:generateContent
Price
  • $0.25 input
  • $1.50 text output
  • $30.00 image output (about $0.034 per 1K image)

Grok Imagine Image

xAI · Live

xAI's grok-imagine-image: text-to-image and image editing.

Model id
grok-imagine-image
Endpoint
POST /v1/images/generations · POST /v1/images/edits
Price
  • $0.02 per image returned
  • Failed calls are free

Grok Imagine Image 2

xAI · Live

xAI's grok-imagine-image-2.0: text-to-image and image editing, with a quality setting.

Model id
grok-imagine-image-2
Endpoint
POST /v1/images/generations · POST /v1/images/edits
Price
  • $0.04 per image returned
  • Failed calls are free

Grok Imagine Image Quality

xAI · Live

xAI's grok-imagine-image-quality: higher realism and text rendering for generation and editing.

Model id
grok-imagine-image-quality
Endpoint
POST /v1/images/generations · POST /v1/images/edits
Price
  • $0.05 per image returned
  • Failed calls are free

Video

Grok Imagine 1

xAI · Live

xAI's grok-imagine-video: text-to-video and image-to-video, 1 to 15 seconds with audio, up to 720p.

Model id
grok-imagine-1
Endpoint
POST /v1/videos/generations · GET /v1/videos/{request_id}
Price
  • $0.05 per second of video, any resolution
  • Charged once the video is done; failed generations are free

Grok Imagine 1.5

xAI · Live

xAI's grok-imagine-video-1.5: text-to-video and image-to-video, 1 to 15 seconds with audio, native 1080p; reference images, keyframes and a fixed last frame.

Model id
grok-imagine-1.5
Endpoint
POST /v1/videos/generations · GET /v1/videos/{request_id}
Price
  • $0.08 per second of video, any resolution
  • Charged once the video is done; failed generations are free

Prices are per million tokens. Failed requests are never charged.

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