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Same-model provider benchmark

DigitalOcean vs Ionstream: LLM provider comparison

Compare DigitalOcean and Ionstream on 3 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

Ionstream

5 indexed models

Headquarters
United States
Server regions
United States
Model types
5 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

1.38× typical advantage

3 exact models with complete recent speed data

Lowest token cost

$1.3649 / 1M

3 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

MetricDigitalOcean5.0(1)Ionstream(0)
SpeedDigitalOcean63.89 sIonstream43.38 s
TTFTDigitalOcean1.39 sIonstream1.72 s
TPSDigitalOcean8.0 tok/sIonstream12.0 tok/s
UptimeDigitalOcean94.05%Ionstream94.97%
BlendedDigitalOcean$1.3907 / 1MIonstream$1.3649 / 1M
Green value Better comparable resultRed value Worse comparable result

Visual comparison

Price and performance charts

DigitalOceanIonstream
500-token response by shared model

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

Ionstream 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.

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

Shared text models

3 exact models · newest first

ModelDigitalOcean5.0(1)Ionstream(0)
GLM 5.2Winner · DigitalOcean
DigitalOcean
Speed— Best comparable value
12.36 s
TTFT— Best comparable value
0.73 s
TPS
43.0 tok/s
Uptime
99.83%
Context
262.1K
Route
digitalocean
Blended— Best comparable value
$2.1667 / 1M
Ionstream
Speed— Worst comparable value
12.96 s
TTFT— Worst comparable value
1.33 s
TPS
43.0 tok/s
Uptime
N/a
Context
1M
Route
ionstream/fp4
Blended— Worst comparable value
$2.4 / 1M
DeepSeek V4 ProWinner · Ionstream
DigitalOcean
Speed— Worst comparable value
64.68 s
TTFT— Worst comparable value
2.18 s
TPS— Worst comparable value
8.0 tok/s
Uptime— Worst comparable value
88.39%
Context
262.1K
Route
digitalocean
Blended— Worst comparable value
$1.856 / 1M
Ionstream
Speed— Best comparable value
43.38 s
TTFT— Best comparable value
1.72 s
TPS— Best comparable value
12.0 tok/s
Uptime— Best comparable value
91.56%
Context
1M
Route
ionstream/fp4
Blended— Best comparable value
$1.508 / 1M
DeepSeek V4 FlashWinner · Ionstream
DigitalOcean
Speed— Worst comparable value
63.89 s
TTFT— Best comparable value
1.39 s
TPS— Worst comparable value
8.0 tok/s
Uptime— Best comparable value
99.71%
Context
262.1K
Route
digitalocean
Blended— Best comparable value
$0.1493 / 1M
Ionstream
Speed— Best comparable value
46.17 s
TTFT— Worst comparable value
4.50 s
TPS— Best comparable value
12.0 tok/s
Uptime— Worst comparable value
98.38%
Context
1M
Route
ionstream/fp4
Blended— Worst comparable value
$0.1867 / 1M

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 Ionstream analysis

How DigitalOcean and Ionstream compare for AI inference

DigitalOcean and Ionstream share 3 indexed text models, including GLM 5.2, DeepSeek V4 Pro, DeepSeek V4 Flash. Ionstream 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

DigitalOcean has 16 indexed models and lists no published server regions; Ionstream has 5 models and lists 1 region. Verify data residency, privacy terms, limits, and production latency directly before choosing.