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Same-model provider benchmark

Nebius vs StreamLake: LLM provider comparison

Compare Nebius and StreamLake on 3 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

Nebius

13 indexed models

Headquarters
Netherlands
Server regions
N/a
Model types
12 text, 1 embeddings

StreamLake

20 indexed models

Headquarters
China
Server regions
N/a
Model types
20 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

1.19× typical advantage

3 exact models with complete recent speed data

Lowest token cost

$0.7242 / 1M

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

Most models available

20 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricNebiusStreamLake
Typical 500-token response13.68 s25.14 s
Typical response start0.52 s2.42 s
Typical output speed38.0 tok/s22.0 tok/s
Blended token price$0.9667 / 1M$0.7242 / 1M
Typical route uptime98.77%98.86%

Visual comparison

Price and performance charts

NebiusStreamLake
500-token response by shared model

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

Nebius has the lower typical same-model response ratio across 3 measured models.

Blended token price by shared model

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

StreamLake has the lower typical price ratio across 3 priced shared models.

Shared text models

3 exact models · newest first

ModelNebiusStreamLake
GLM 5.1Winner · StreamLake

z-ai/glm-5.1

Nebius
Blended price
$2.4 / 1M
500-token response
28.52 s
Response starts
0.74 s
Output speed
18.0 tok/s
Route uptime
67.68%
Context
202.8K
Route
nebius/fp8
StreamLake
Blended price
$1.656 / 1M
500-token response
25.14 s
Response starts
2.42 s
Output speed
22.0 tok/s
Route uptime
96.76%
Context
200K
Route
streamlake/fp8

qwen/qwen3-30b-a3b-instruct-2507

Nebius
Blended price
$0.1667 / 1M
500-token response
5.30 s
Response starts
0.30 s
Output speed
100.0 tok/s
Route uptime
99.67%
Context
262.1K
Route
nebius/fp8
StreamLake
Blended price
$0.0965 / 1M
500-token response
31.92 s
Response starts
2.51 s
Output speed
17.0 tok/s
Route uptime
98.86%
Context
128K
Route
streamlake

qwen/qwen3-235b-a22b-2507

Nebius
Blended price
$0.3333 / 1M
500-token response
13.68 s
Response starts
0.52 s
Output speed
38.0 tok/s
Route uptime
98.77%
Context
262.1K
Route
nebius/fp8
StreamLake
Blended price
$0.42 / 1M
500-token response
16.34 s
Response starts
0.71 s
Output speed
32.0 tok/s
Route uptime
99.92%
Context
128K
Route
streamlake

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.

Nebius vs StreamLake analysis

How Nebius and StreamLake compare for AI inference

Nebius and StreamLake share 3 indexed text models, including GLM 5.1, Qwen3 30B A3B Instruct 2507, Qwen3 235B A22B Instruct 2507. Nebius has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

3 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

3 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

Nebius has 13 indexed models and lists no published server regions; StreamLake has 20 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.

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Compare with other providers

Explore qualified alternatives with the most shared measured models. Recommendations include comparisons for both Nebius and StreamLake.