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Same-model provider benchmark

GMICloud vs Together: LLM provider comparison

Compare GMICloud and Together on 4 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

Together

19 indexed models

Headquarters
United States
Server regions
N/a
Model types
17 text, 2 transcription

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

Together

2.26× typical advantage

4 exact models with complete recent speed data

Lowest token cost

GMICloud

$1.097 / 1M

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

Most models available

Together

19 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricGMICloudTogether
Typical 500-token response18.07 s8.05 s
Typical response start2.59 s0.65 s
Typical output speed32.5 tok/s70.0 tok/s
Blended token price$1.097 / 1M$1.48 / 1M
Typical route uptime96.99%96.68%

Visual comparison

Price and performance charts

GMICloudTogether
500-token response by shared model

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

Together has the lower typical same-model response ratio across 4 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 4 priced shared models.

Shared text models

4 exact models · newest first

ModelGMICloudTogether
GLM 5.2Winner · Together

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
Together
Blended price
$2.4 / 1M
500-token response
8.95 s
Response starts
0.88 s
Output speed
62.0 tok/s
Route uptime
94.55%
Context
262.1K
Route
together
MiniMax M3Winner · Together

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
Together
Blended price
$0.6 / 1M
500-token response
7.16 s
Response starts
0.75 s
Output speed
78.0 tok/s
Route uptime
98.82%
Context
524.3K
Route
together
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
Together
Blended price
$2.32 / 1M
500-token response
16.18 s
Response starts
0.56 s
Output speed
32.0 tok/s
Route uptime
93.72%
Context
512K
Route
together
MiniMax M2.7Winner · Together

minimax/minimax-m2.7

GMICloud
Blended price
$0.6 / 1M
500-token response
19.28 s
Response starts
2.61 s
Output speed
30.0 tok/s
Route uptime
98.00%
Context
196.6K
Route
gmicloud/fp8
Together
Blended price
$0.6 / 1M
500-token response
4.62 s
Response starts
0.52 s
Output speed
122.0 tok/s
Route uptime
98.83%
Context
196.6K
Route
together/fp4

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 Together analysis

How GMICloud and Together compare for AI inference

GMICloud and Together share 4 indexed text models, including GLM 5.2, MiniMax M3, DeepSeek V4 Pro, MiniMax M2.7. Together has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

4 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

4 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; Together has 19 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.

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