Fireworks: Ember-1

fireworks/ember-1

Ember-1 is a specialized reasoning model from Fireworks Research, built on Kimi K3. It is designed to make every token go further: it produces shorter reasoning traces, using roughly 40% fewer tokens than the base model while maintaining comparable quality across Fireworks' evaluations. It is suited for coding, knowledge work, and agentic workflows where reasoning cost and latency matter.

Model specifications

Input
text, image
Output
text
Context
1,048,576 tokens
Max output
1,048,576 tokens
Input price
$0 / 1M tokens
Output price
$0 / 1M tokens
Released
2026-09-27

Capabilities

  • Streaming
  • Function calling
  • Vision
  • JSON mode

Provider pricing, discounts and data privacy

Compare effective provider prices, published discounts, regions, retention policies, training use, compliance, and privacy links by service tier.

Standard service tier

1 available provider

Fireworks

Tier: Standard · Region: US

No provider discount is currently published.

Data privacy and compliance
Region
US
Zero data retention
Yes
Data retention
Zero retention
Used for training
No
Data collection
Moderated
No
GDPR compliant
No
HIPAA compliant
No
SOC 2 certified
No
BYOK supported
No

Frequently asked questions

What is Fireworks: Ember-1?
Ember-1 is a specialized reasoning model from Fireworks Research, built on Kimi K3. It is designed to make every token go further: it produces shorter reasoning traces, using roughly 40% fewer tokens than the base model while maintaining comparable quality across Fireworks' evaluations. It is suited for coding, knowledge work, and agentic workflows where reasoning cost and latency matter.
How much does Fireworks: Ember-1 cost?
Input costs start at $0 / 1M tokens and output costs start at $0 / 1M tokens. Provider-level prices vary by service tier.
What is the context length of Fireworks: Ember-1?
Fireworks: Ember-1 supports a 1,048,576 token context window and up to 1,048,576 output tokens.
What capabilities does Fireworks: Ember-1 support?
Fireworks: Ember-1 supports Streaming, Function calling, Vision, JSON mode.
Which providers offer Fireworks: Ember-1?
Fireworks: Ember-1 is available from Fireworks.
How do providers handle data privacy for Fireworks: Ember-1?
1 of 1 providers report that customer data is not used for training, and 1 offer zero-data-retention routing. Retention, compliance, and privacy-policy links are listed per provider.

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