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Same-model provider benchmark

GMICloud vs Venice: LLM provider comparison

Compare GMICloud and Venice on 10 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

GMICloud

15 indexed models

Headquarters
United States
Server regions
United States
Model types
15 text

Venice

29 indexed models

Headquarters
United States
Server regions
United States
Model types
29 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

1.14× typical advantage

8 exact models with complete recent speed data

Lowest token cost

$0.9425 / 1M

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

Most models available

29 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricGMICloudVenice
Typical 500-token response16.64 s14.60 s
Typical response start2.81 s1.26 s
Typical output speed38.0 tok/s38.0 tok/s
Blended token price$0.9425 / 1M$1.2674 / 1M
Typical route uptime96.78%98.73%

Visual comparison

Price and performance charts

GMICloudVenice
500-token response by shared model

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

Venice 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.

GMICloud has the lower typical price ratio across 10 priced shared models.

Shared text models

10 exact models · newest first

ModelGMICloudVenice
GLM 5.2Winner · GMICloud

z-ai/glm-5.2

GMICloud
Blended price
$1.68 / 1M
500-token response
19.33 s
Response starts
2.08 s
Output speed
29.0 tok/s
Route uptime
84.73%
Context
1M
Route
gmicloud/fp8
Venice
Blended price
$2.4 / 1M
500-token response
14.33 s
Response starts
1.17 s
Output speed
38.0 tok/s
Route uptime
94.48%
Context
1M
Route
venice/fp8
MiniMax M3Winner · Venice

minimax/minimax-m3

GMICloud
Blended price
$0.6 / 1M
500-token response
16.87 s
Response starts
2.58 s
Output speed
35.0 tok/s
Route uptime
98.39%
Context
1M
Route
gmicloud/fp8
Venice
Blended price
$0.6 / 1M
500-token response
5.09 s
Response starts
1.21 s
Output speed
129.0 tok/s
Route uptime
98.07%
Context
524.3K
Route
venice/fp8
DeepSeek V4 ProWinner · GMICloud

deepseek/deepseek-v4-pro

GMICloud
Blended price
$1.508 / 1M
500-token response
15.86 s
Response starts
3.04 s
Output speed
39.0 tok/s
Route uptime
95.98%
Context
1M
Route
gmicloud/fp8
Venice
Blended price
$2.2003 / 1M
500-token response
28.55 s
Response starts
2.23 s
Output speed
19.0 tok/s
Route uptime
99.91%
Context
1M
Route
venice
DeepSeek V4 FlashWinner · GMICloud

deepseek/deepseek-v4-flash

GMICloud
Blended price
$0.1307 / 1M
500-token response
16.41 s
Response starts
3.25 s
Output speed
38.0 tok/s
Route uptime
97.59%
Context
1M
Route
gmicloud/fp8
Venice
Blended price
$0.1837 / 1M
500-token response
14.58 s
Response starts
2.08 s
Output speed
40.0 tok/s
Route uptime
99.58%
Context
1M
Route
venice
MiMo-V2.5Winner · Venice

xiaomi/mimo-v2.5

GMICloud
Blended price
$0.1493 / 1M
500-token response
52.57 s
Response starts
10.90 s
Output speed
12.0 tok/s
Route uptime
5.08%
Context
1.1M
Route
gmicloud/fp8
Venice
Blended price
$0.1867 / 1M
500-token response
10.97 s
Response starts
1.17 s
Output speed
51.0 tok/s
Route uptime
91.56%
Context
1M
Route
venice/fp8
GLM 5.1Winner · GMICloud

z-ai/glm-5.1

GMICloud
Blended price
$1.68 / 1M
500-token response
16.87 s
Response starts
4.05 s
Output speed
39.0 tok/s
Route uptime
N/a
Context
202.8K
Route
gmicloud/fp8
Venice
Blended price
$2.64 / 1M
500-token response
14.61 s
Response starts
1.46 s
Output speed
38.0 tok/s
Route uptime
88.98%
Context
200K
Route
venice/fp8

qwen/qwen3.5-397b-a17b

GMICloud
Blended price
$1.6 / 1M
500-token response
N/a
Response starts
N/a
Output speed
N/a
Route uptime
N/a
Context
262.1K
Route
gmicloud/fp8
Venice
Blended price
$2 / 1M
500-token response
10.11 s
Response starts
1.49 s
Output speed
58.0 tok/s
Route uptime
N/a
Context
128K
Route
venice
GLM 5Winner · GMICloud

z-ai/glm-5

GMICloud
Blended price
$1.04 / 1M
500-token response
13.63 s
Response starts
1.44 s
Output speed
41.0 tok/s
Route uptime
99.32%
Context
202.8K
Route
gmicloud/fp8
Venice
Blended price
$1.7333 / 1M
500-token response
20.55 s
Response starts
1.32 s
Output speed
26.0 tok/s
Route uptime
N/a
Context
198K
Route
venice/fp8
DeepSeek V3.2Winner · GMICloud

deepseek/deepseek-v3.2

GMICloud
Blended price
$0.3367 / 1M
500-token response
15.69 s
Response starts
2.53 s
Output speed
38.0 tok/s
Route uptime
98.52%
Context
163.8K
Route
gmicloud/fp8
Venice
Blended price
$0.38 / 1M
500-token response
84.24 s
Response starts
0.90 s
Output speed
6.0 tok/s
Route uptime
99.40%
Context
160K
Route
venice

qwen/qwen3-235b-a22b-2507

GMICloud
Blended price
$0.7 / 1M
500-token response
N/a
Response starts
N/a
Output speed
N/a
Route uptime
N/a
Context
262.1K
Route
gmicloud/fp8
Venice
Blended price
$0.35 / 1M
500-token response
31.81 s
Response starts
0.56 s
Output speed
16.0 tok/s
Route uptime
99.62%
Context
128K
Route
venice/fp8

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.

GMICloud vs Venice analysis

How GMICloud and Venice compare for AI inference

GMICloud and Venice share 10 indexed text models, including GLM 5.2, MiniMax M3, DeepSeek V4 Pro, DeepSeek V4 Flash, MiMo-V2.5. Venice 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

10 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

GMICloud has 15 indexed models and lists 1 published server region; Venice has 29 models and lists 1 region. Verify data residency, privacy terms, limits, and production latency directly before choosing.