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Vivgrid · Released Sep 21, 2026

Viv Fast

Fast coding model.

  • Proprietary
  • Reasoning
  • Tool calling
  • Vision
Capability
—No ECI score yet
Input
$0.13per 1M tokens
Output
$0.40per 1M tokens
Context
1M256K max output
Pricing

What it costs

Input
$0.13per million tokens
Output
$0.40per million tokens
Cached input
$0.05per million tokens
Blended (3:1)
$0.198cheaper than 79% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$0.46
Team assistant25M input + 5M output tokens$5.25
Production app250M input + 50M output tokens$52.50

Official Vivgrid API price, as listed on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Viv Fast yet.

Specifications

The details

Lab
Vivgrid
Released
Sep 21, 2026
Knowledge cutoff
Sep 2026
Context window
1,000,000 tokens
Max output
256,000 tokens
Inputs
Text, Images
Output
Text
Reasoning
Adjustable effort low · high · max
Tool calling
Yes
Structured output
Yes
Weights
Proprietary
API model ID
viv-faston Vivgrid
Availability
1 API providerlisted on models.dev

Vivgrid model documentation

Questions

About Viv Fast

How much does Viv Fast cost?

Viv Fast costs $0.13 input / $0.40 output per million tokens (official Vivgrid API price). Cached input is $0.05 per million tokens. At a 3:1 input-to-output mix that is $0.198 per million tokens, cheaper than 79% of the 360 priced models we track.

What is the context window of Viv Fast?

Viv Fast accepts up to 1,000,000 tokens per request and can write up to 256,000 tokens in one response.

How good is Viv Fast?

Epoch AI has not published a Capabilities Index score for Viv Fast yet.

Is Viv Fast open source?

No. Viv Fast is proprietary; you use it through Vivgrid’s API or partner platforms.

What inputs does Viv Fast support?

Viv Fast accepts text and images and replies in text. It is a reasoning model with low, high and max effort settings, supports tool calling and can return structured JSON output.

When was Viv Fast released?

Vivgrid released Viv Fast on Sep 21, 2026. Its training data runs to Sep 2026.

What are the best alternatives to Viv Fast?

The closest current models from other labs on capability, price and release date are MiMo-V2.6-Flash (Xiaomi, $0.14 / $0.28), Qwen3.8 Omni Flash (Alibaba (Qwen), $0.15 / $0.47), MiniCPM5-2B (OpenBMB, $0.124 / $0.743) and Hy3 (Tencent, $0.132 / $0.53).