Fireworks
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.
Input
$3
/ 1M tokens
Output
$15
/ 1M tokens
Context window
1.05M
tokens
Limits
Context
1,048,576
tokens
Max output
943,718
90% of the context window
Model facts
Author
Fireworks
Tokenizer
Other
Modality
Text + Image -> Text
Created
Sep 24, 2026
Reasoning
Default MaxMaxHighLowNone
Publication status
Hugging Face: not mappedLicense: not publishedParameter count: not published
Modalities
Input · TextInput · ImageOutput · Text
Generation controls
Frequency penaltyInclude reasoningLogit biasLogprobsMax tokensPresence penaltyReasoningReasoning effortRepetition penaltyResponse formatStopStructured outputsTemperatureTool choiceToolsTop kTop logprobsTop p