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Same-model provider benchmark

DigitalOcean vs GMICloud: LLM provider comparison

Compare DigitalOcean and GMICloud on 9 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

DigitalOcean

16 indexed models

Headquarters
N/a
Server regions
N/a
Model types
16 text

GMICloud

15 indexed models

Headquarters
United States
Server regions
United States
Model types
15 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

1.93× typical advantage

8 exact models with complete recent speed data

Lowest token cost

$0.9543 / 1M

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

Most models available

16 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricDigitalOceanGMICloud
Typical 500-token response33.28 s16.64 s
Typical response start1.20 s3.14 s
Typical output speed15.5 tok/s38.0 tok/s
Blended token price$1.2143 / 1M$0.9543 / 1M
Typical route uptime98.12%96.78%

Visual comparison

Price and performance charts

DigitalOceanGMICloud
500-token response by shared model

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

GMICloud 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 9 priced shared models.

Shared text models

9 exact models · newest first

ModelDigitalOceanGMICloud
GLM 5.2Winner · DigitalOcean

z-ai/glm-5.2

DigitalOcean
Blended price
$2.1667 / 1M
500-token response
12.22 s
Response starts
1.11 s
Output speed
45.0 tok/s
Route uptime
98.78%
Context
262.1K
Route
digitalocean
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
DeepSeek V4 ProWinner · GMICloud

deepseek/deepseek-v4-pro

DigitalOcean
Blended price
$1.856 / 1M
500-token response
33.90 s
Response starts
0.57 s
Output speed
15.0 tok/s
Route uptime
99.92%
Context
262.1K
Route
digitalocean
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
DeepSeek V4 FlashWinner · GMICloud

deepseek/deepseek-v4-flash

DigitalOcean
Blended price
$0.1493 / 1M
500-token response
39.59 s
Response starts
1.13 s
Output speed
13.0 tok/s
Route uptime
99.79%
Context
262.1K
Route
digitalocean
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
MiMo-V2.5-ProWinner · DigitalOcean

xiaomi/mimo-v2.5-pro

DigitalOcean
Blended price
$1.4 / 1M
500-token response
11.70 s
Response starts
1.06 s
Output speed
47.0 tok/s
Route uptime
99.79%
Context
262.1K
Route
digitalocean
GMICloud
Blended price
$0.464 / 1M
500-token response
41.59 s
Response starts
4.55 s
Output speed
13.5 tok/s
Route uptime
N/a
Context
1.1M
Route
gmicloud/bf16
MiMo-V2.5Winner · DigitalOcean

xiaomi/mimo-v2.5

DigitalOcean
Blended price
$0.1633 / 1M
500-token response
32.65 s
Response starts
1.40 s
Output speed
16.0 tok/s
Route uptime
97.47%
Context
262.1K
Route
digitalocean
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
GLM 5.1Winner · GMICloud

z-ai/glm-5.1

DigitalOcean
Blended price
$2.0833 / 1M
500-token response
29.06 s
Response starts
1.28 s
Output speed
18.0 tok/s
Route uptime
57.53%
Context
163.8K
Route
digitalocean
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

qwen/qwen3.5-397b-a17b

DigitalOcean
Blended price
$1.0733 / 1M
500-token response
60.33 s
Response starts
4.77 s
Output speed
9.0 tok/s
Route uptime
81.67%
Context
131.1K
Route
digitalocean
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
GLM 5Winner · GMICloud

z-ai/glm-5

DigitalOcean
Blended price
$1.3 / 1M
500-token response
63.85 s
Response starts
1.35 s
Output speed
8.0 tok/s
Route uptime
95.70%
Context
64K
Route
digitalocean
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
DeepSeek V3.2Winner · GMICloud

deepseek/deepseek-v3.2

DigitalOcean
Blended price
$0.7367 / 1M
500-token response
57.26 s
Response starts
1.71 s
Output speed
9.0 tok/s
Route uptime
96.84%
Context
163.8K
Route
digitalocean
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

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.

DigitalOcean vs GMICloud analysis

How DigitalOcean and GMICloud compare for AI inference

DigitalOcean and GMICloud share 9 indexed text models, including GLM 5.2, DeepSeek V4 Pro, DeepSeek V4 Flash, MiMo-V2.5-Pro, MiMo-V2.5. GMICloud 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

9 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

DigitalOcean has 16 indexed models and lists no published server regions; GMICloud has 15 models and lists 1 region. Verify data residency, privacy terms, limits, and production latency directly before choosing.