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Fireworks: Models Intelligence, Performance & Price

Analysis of Fireworks's models across key metrics including quality, price, output speed, latency, context window & more. This analysis is intended to support you in choosing the best model provided by Fireworks for your use-case. For more details including relating to our methodology, see our FAQs. Models analyzed: Llama 3.3 70B, Llama 3.1 405B, Llama 3.2 90B (Vision), Llama 3.1 70B, Llama 3.2 11B (Vision), Llama 3.1 8B, Llama 3.2 3B, Mistral Small 3, Mixtral 8x22B, Mixtral 8x7B, DeepSeek R1 (Fast), DeepSeek V3 (Mar' 25), Qwen2.5 72B, Qwen2.5 Coder 32B, QwQ-32B, Yi-Large, Llama 3 70B, Llama 3 8B, DeepSeek V3, and QwQ 32B-Preview.
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Fireworks Model Comparison Summary

Intelligence:DeepSeek R1 (Fast) logo DeepSeek R1 (Fast) and QwQ-32B logo QwQ-32B are the highest quality models offered by Fireworks, followed by DeepSeek V3 (Mar' 25) logo DeepSeek V3 (Mar' 25), DeepSeek V3 logo DeepSeek V3 & QwQ 32B-Preview logo QwQ 32B-Preview.Output Speed (tokens/s):Llama 3.1 8B logo Llama 3.1 8B (209 t/s) and Mixtral 8x7B logo Mixtral 8x7B (178 t/s) are the fastest models offered by Fireworks, followed by Llama 3.2 3B logo Llama 3.2 3B, Llama 3.1 70B logo Llama 3.1 70B & Llama 3.3 70B logo Llama 3.3 70B.Latency (seconds):Llama 3.2 3B logo Llama 3.2 3B (0.25s) and  Mixtral 8x7B logo Mixtral 8x7B (0.28s) are the lowest latency models offered by Fireworks, followed by Llama 3 8B logo Llama 3 8B, Llama 3.2 11B (Vision) logo Llama 3.2 11B (Vision) & Llama 3.1 8B logo Llama 3.1 8B.Blended Price ($/M tokens):Llama 3.2 3B logo Llama 3.2 3B ($0.10) and Llama 3.2 11B (Vision) logo Llama 3.2 11B (Vision) ($0.20) are the cheapest models offered by Fireworks, followed by Llama 3.1 8B logo Llama 3.1 8B, Llama 3 8B logo Llama 3 8B & Mixtral 8x7B logo Mixtral 8x7B.Context Window Size:DeepSeek R1 (Fast) logo DeepSeek R1 (Fast) (164k) and DeepSeek V3 (Mar' 25) logo DeepSeek V3 (Mar' 25) (160k) are the largest context window models offered by Fireworks, followed by Qwen2.5 72B logo Qwen2.5 72B, QwQ-32B logo QwQ-32B & Llama 3.3 70B logo Llama 3.3 70B.

Highlights

Intelligence
Artificial Analysis Intelligence Index; Higher is better
Speed
Output Tokens per Second; Higher is better
Price
USD per 1M Tokens; Lower is better
Parallel Queries:
Prompt Length:
Features
Model Intelligence
Price
Output tokens/s
Latency
Further
Analysis
Fireworks (Fast) logo
DeepSeek logo
DeepSeek R1 (Fast)
164k
60
$4.25
108.3
0.83
Fireworks logo
Alibaba logo
QwQ-32B
131k
58
$0.90
131.1
0.63
Fireworks logo
DeepSeek logo
DeepSeek V3 (Mar' 25)
160k
52
$0.90
63.6
0.84
Fireworks logo
DeepSeek logo
DeepSeek V3
128k
46
$1.31
64.3
0.86
Fireworks logo
Alibaba logo
QwQ 32B-Preview
33k
43
$0.90
53.1
0.52
Fireworks logo
Meta logo
Llama 3.3 70B
128k
41
$0.90
146.6
0.50
Fireworks logo
Meta logo
Llama 3.1 405B
128k
40
$3.00
84.6
0.64
Fireworks logo
Alibaba logo
Qwen2.5 72B
131k
40
$0.90
41.1
0.43
Fireworks logo
Alibaba logo
Qwen2.5 Coder 32B
33k
36
$0.90
58.1
0.39
Fireworks logo
Meta logo
Llama 3.1 70B
128k
35
$0.90
148.4
0.45
Fireworks logo
Mistral logo
Mistral Small 3
32k
35
$0.90
39.7
0.55
Fireworks logo
Meta logo
Llama 3.2 90B (Vision)
128k
33
$0.90
42.2
0.40
Fireworks logo
01.AI logo
Yi-Large
32k
28
$3.00
68.8
0.46
Fireworks logo
Meta logo
Llama 3 70B
8k
27
$0.90
141.8
0.37
Fireworks logo
Mistral logo
Mixtral 8x22B
65k
26
$1.20
82.1
0.39
Fireworks logo
Meta logo
Llama 3.1 8B
128k
24
$0.20
208.7
0.33
Fireworks logo
Meta logo
Llama 3 8B
8k
21
$0.20
127.6
0.28
Fireworks logo
Meta logo
Llama 3.2 3B
128k
20
$0.10
166.2
0.25
Fireworks logo
Mistral logo
Mixtral 8x7B
33k
17
$0.50
177.7
0.28
Fireworks logo
Meta logo
Llama 3.2 11B (Vision)
128k
$0.20
106.4
0.29

Key definitions

Context window: Maximum number of combined input & output tokens. Output tokens commonly have a significantly lower limit (varied by model).
Output Speed: Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).
Latency: Time to first token of tokens received, in seconds, after API request sent. For models which do not support streaming, this represents time to receive the completion.
Price: Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).
Output Price: Price per token generated by the model (received from the API), represented as USD per million Tokens.
Input Price: Price per token included in the request/message sent to the API, represented as USD per million Tokens.
Time period: Metrics are 'live' and are based on the past 72 hours of measurements, measurements are taken 8 times a day for single requests and 2 times per day for parallel requests.