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Same-model provider benchmark

DeepInfra vs Fireworks: LLM provider comparison

Compare DeepInfra and Fireworks on 8 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

DeepInfra

87 indexed models

Headquarters
United States
Server regions
N/a
Model types
67 text, 15 embeddings, 5 speech

Fireworks

8 indexed models

Headquarters
United States
Server regions
N/a
Model types
8 text

At a glance

Metric winners

There is no overall score. Each winner answers one specific question using only directly comparable data.

Fastest on shared models

1.92× typical advantage

8 exact models with complete recent speed data

Lowest token cost

$1.1542 / 1M

8 exact models using a 1K-input/500-output mix

Most models available

87 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricDeepInfraFireworks
Typical 500-token response17.53 s8.60 s
Typical response start0.85 s1.13 s
Typical output speed30.0 tok/s67.8 tok/s
Blended token price$1.1542 / 1M$1.4983 / 1M
Typical route uptime99.43%98.35%

Visual comparison

Price and performance charts

DeepInfraFireworks
500-token response by shared model

Estimated seconds using recent median response-start and output-speed data. Lower is better.

Fireworks has the lower typical same-model response ratio across 8 measured models.

Blended token price by shared model

USD per 1 million tokens using a 1,000-input/500-output mix. Lower is better.

DeepInfra has the lower typical price ratio across 8 priced shared models.

Shared text models

8 exact models · newest first

ModelDeepInfraFireworks
GLM 5.2Winner · Fireworks

z-ai/glm-5.2

DeepInfra
Blended price
$1.62 / 1M
500-token response
42.37 s
Response starts
0.70 s
Output speed
12.0 tok/s
Route uptime
N/a
Context
1M
Route
deepinfra/fp4
Fireworks
Blended price
$2.4 / 1M
500-token response
11.65 s
Response starts
1.23 s
Output speed
48.0 tok/s
Route uptime
99.00%
Context
1M
Route
fireworks
Kimi K2.7 CodeWinner · Fireworks

moonshotai/kimi-k2.7-code

DeepInfra
Blended price
$1.66 / 1M
500-token response
15.92 s
Response starts
0.77 s
Output speed
33.0 tok/s
Route uptime
100.00%
Context
262.1K
Route
deepinfra/fp4
Fireworks
Blended price
$1.9667 / 1M
500-token response
11.81 s
Response starts
2.19 s
Output speed
52.0 tok/s
Route uptime
N/a
Context
262.1K
Route
fireworks
DeepSeek V4 ProWinner · DeepInfra

deepseek/deepseek-v4-pro

DeepInfra
Blended price
$1.7333 / 1M
500-token response
18.19 s
Response starts
0.94 s
Output speed
29.0 tok/s
Route uptime
98.79%
Context
1M
Route
deepinfra/fp4
Fireworks
Blended price
$2.32 / 1M
500-token response
34.18 s
Response starts
2.93 s
Output speed
16.0 tok/s
Route uptime
98.35%
Context
1M
Route
fireworks
DeepSeek V4 FlashWinner · Fireworks

deepseek/deepseek-v4-flash

DeepInfra
Blended price
$0.12 / 1M
500-token response
20.36 s
Response starts
1.13 s
Output speed
26.0 tok/s
Route uptime
99.43%
Context
1M
Route
deepinfra/fp4
Fireworks
Blended price
$0.1867 / 1M
500-token response
7.79 s
Response starts
1.04 s
Output speed
74.0 tok/s
Route uptime
98.04%
Context
1M
Route
fireworks
Kimi K2.6Winner · Fireworks

moonshotai/kimi-k2.6

DeepInfra
Blended price
$1.6667 / 1M
500-token response
12.84 s
Response starts
0.93 s
Output speed
42.0 tok/s
Route uptime
99.94%
Context
262.1K
Route
deepinfra/fp4
Fireworks
Blended price
$1.9667 / 1M
500-token response
6.99 s
Response starts
0.41 s
Output speed
76.0 tok/s
Route uptime
N/a
Context
262.1K
Route
fireworks
GLM 5.1Winner · Fireworks

z-ai/glm-5.1

DeepInfra
Blended price
$1.8667 / 1M
500-token response
18.81 s
Response starts
1.57 s
Output speed
29.0 tok/s
Route uptime
99.92%
Context
202.8K
Route
deepinfra/fp4
Fireworks
Blended price
$2.4 / 1M
500-token response
9.40 s
Response starts
1.27 s
Output speed
61.5 tok/s
Route uptime
87.25%
Context
202.8K
Route
fireworks
MiniMax M2.7Winner · Fireworks

minimax/minimax-m2.7

DeepInfra
Blended price
$0.5 / 1M
500-token response
16.88 s
Response starts
0.75 s
Output speed
31.0 tok/s
Route uptime
98.77%
Context
196.6K
Route
deepinfra/fp8
Fireworks
Blended price
$0.6 / 1M
500-token response
3.88 s
Response starts
0.53 s
Output speed
149.0 tok/s
Route uptime
100.00%
Context
196.6K
Route
fireworks
gpt-oss-20bWinner · DeepInfra

openai/gpt-oss-20b

DeepInfra
Blended price
$0.0667 / 1M
500-token response
5.15 s
Response starts
0.35 s
Output speed
104.0 tok/s
Route uptime
99.78%
Context
131.1K
Route
deepinfra/bf16
Fireworks
Blended price
$0.1467 / 1M
500-token response
4.43 s
Response starts
0.34 s
Output speed
122.0 tok/s
Route uptime
99.62%
Context
131.1K
Route
fireworks

A per-model winner combines blended price and estimated 500-token response time with equal proportional weight. Ties and rows missing either measurement receive no badge. Comparison data calculated . Values use one deterministic route per provider and model; missing measurements remain visible as N/a.

DeepInfra vs Fireworks analysis

How DeepInfra and Fireworks compare for AI inference

DeepInfra and Fireworks share 8 indexed text models, including GLM 5.2, Kimi K2.7 Code, DeepSeek V4 Pro, DeepSeek V4 Flash, Kimi K2.6. Fireworks has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

8 shared models currently have complete response-start and output-speed measurements on both providers. The speed comparison uses per-model ratios before taking the median, so naturally faster model catalogs do not improve the result.

Token pricing on one workload

8 shared models have complete input and output prices on both providers. Prices use the same 1,000-input/500-output-token mix and are normalized to one million tokens for readability.

Catalog and deployment differences

DeepInfra has 87 indexed models and lists no published server regions; Fireworks has 8 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.