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Same-model provider benchmark

AtlasCloud vs DigitalOcean: LLM provider comparison

Compare AtlasCloud and DigitalOcean on 11 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

AtlasCloud

31 indexed models

Headquarters
United States
Server regions
N/a
Model types
26 text, 5 video

DigitalOcean

16 indexed models

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

1.77× typical advantage

11 exact models with complete recent speed data

Lowest token cost

$1.2467 / 1M

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

Most models available

31 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricAtlasCloudDigitalOcean
Typical 500-token response15.44 s33.90 s
Typical response start2.10 s1.11 s
Typical output speed37.0 tok/s15.0 tok/s
Blended token price$1.3248 / 1M$1.2467 / 1M
Typical route uptime99.11%98.91%

Visual comparison

Price and performance charts

AtlasCloudDigitalOcean
500-token response by shared model

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

AtlasCloud has the lower typical same-model response ratio across 11 measured models.

Blended token price by shared model

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

DigitalOcean has the lower typical price ratio across 11 priced shared models.

Shared text models

11 exact models · newest first

ModelAtlasCloudDigitalOcean
GLM 5.2Winner · DigitalOcean

z-ai/glm-5.2

AtlasCloud
Blended price
$2.16 / 1M
500-token response
15.37 s
Response starts
1.86 s
Output speed
37.0 tok/s
Route uptime
98.60%
Context
1M
Route
atlas-cloud/fp8
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
DeepSeek V4 ProWinner · AtlasCloud

deepseek/deepseek-v4-pro

AtlasCloud
Blended price
$2.2467 / 1M
500-token response
16.69 s
Response starts
2.40 s
Output speed
35.0 tok/s
Route uptime
93.58%
Context
1M
Route
atlas-cloud/fp4
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
DeepSeek V4 FlashWinner · AtlasCloud

deepseek/deepseek-v4-flash

AtlasCloud
Blended price
$0.1867 / 1M
500-token response
11.42 s
Response starts
1.61 s
Output speed
51.0 tok/s
Route uptime
99.60%
Context
1M
Route
atlas-cloud/fp4
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
MiMo-V2.5-ProWinner · AtlasCloud

xiaomi/mimo-v2.5-pro

AtlasCloud
Blended price
$0.58 / 1M
500-token response
12.61 s
Response starts
1.25 s
Output speed
44.0 tok/s
Route uptime
100.00%
Context
1M
Route
atlas-cloud/fp8
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
Kimi K2.6Winner · DigitalOcean

moonshotai/kimi-k2.6

AtlasCloud
Blended price
$1.9667 / 1M
500-token response
23.39 s
Response starts
4.16 s
Output speed
26.0 tok/s
Route uptime
96.35%
Context
262.1K
Route
atlas-cloud/int4
DigitalOcean
Blended price
$1.5733 / 1M
500-token response
13.08 s
Response starts
0.89 s
Output speed
41.0 tok/s
Route uptime
99.04%
Context
262.1K
Route
digitalocean
GLM 5.1Winner · AtlasCloud

z-ai/glm-5.1

AtlasCloud
Blended price
$2.16 / 1M
500-token response
22.49 s
Response starts
3.26 s
Output speed
26.0 tok/s
Route uptime
85.25%
Context
202.8K
Route
atlas-cloud/fp8
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
Qwen3.5 397B A17BWinner · AtlasCloud

qwen/qwen3.5-397b-a17b

AtlasCloud
Blended price
$1.5333 / 1M
500-token response
10.68 s
Response starts
2.62 s
Output speed
62.0 tok/s
Route uptime
99.36%
Context
262.1K
Route
atlas-cloud/fp8
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
MiniMax M2.5Winner · DigitalOcean

minimax/minimax-m2.5

AtlasCloud
Blended price
$0.5967 / 1M
500-token response
7.97 s
Response starts
1.12 s
Output speed
73.0 tok/s
Route uptime
N/a
Context
196.6K
Route
atlas-cloud/fp8
DigitalOcean
Blended price
$0.45 / 1M
500-token response
8.35 s
Response starts
0.78 s
Output speed
66.0 tok/s
Route uptime
100.00%
Context
65.5K
Route
digitalocean
GLM 5Winner · AtlasCloud

z-ai/glm-5

AtlasCloud
Blended price
$1.6833 / 1M
500-token response
15.44 s
Response starts
2.10 s
Output speed
37.5 tok/s
Route uptime
99.79%
Context
202.8K
Route
atlas-cloud/fp8
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
Kimi K2.5Winner · AtlasCloud

moonshotai/kimi-k2.5

AtlasCloud
Blended price
$1.16 / 1M
500-token response
19.36 s
Response starts
2.12 s
Output speed
29.0 tok/s
Route uptime
98.85%
Context
262.1K
Route
atlas-cloud/int4
DigitalOcean
Blended price
$0.925 / 1M
500-token response
34.35 s
Response starts
1.01 s
Output speed
15.0 tok/s
Route uptime
99.45%
Context
262.1K
Route
digitalocean
DeepSeek V3.2Winner · AtlasCloud

deepseek/deepseek-v3.2

AtlasCloud
Blended price
$0.3 / 1M
500-token response
23.21 s
Response starts
1.47 s
Output speed
23.0 tok/s
Route uptime
99.94%
Context
163.8K
Route
atlas-cloud/fp8
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

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.

AtlasCloud vs DigitalOcean analysis

How AtlasCloud and DigitalOcean compare for AI inference

AtlasCloud and DigitalOcean share 11 indexed text models, including GLM 5.2, DeepSeek V4 Pro, DeepSeek V4 Flash, MiMo-V2.5-Pro, Kimi K2.6. AtlasCloud has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

11 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

11 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

AtlasCloud has 31 indexed models and lists no published server regions; DigitalOcean has 16 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.