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Same-model provider benchmark

Ambient vs DigitalOcean: LLM provider comparison

Compare Ambient and DigitalOcean on 3 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

Ambient

5 indexed models

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

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

Ambient

2.45× typical advantage

3 exact models with complete recent speed data

Lowest token cost

DigitalOcean

$1.0803 / 1M

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

Most models available

DigitalOcean

16 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricAmbient(0)DigitalOcean5.0(1)
SpeedAmbient8.67 sDigitalOcean63.73 s
TTFTAmbient0.68 sDigitalOcean1.19 s
TPSAmbient62.0 tok/sDigitalOcean8.0 tok/s
PriceAmbient$1.3889 / 1MDigitalOcean$1.0803 / 1M
UptimeAmbient99.30%DigitalOcean98.01%
Green value Better comparable resultRed value Worse comparable result

Visual comparison

Price and performance charts

AmbientDigitalOcean
500-token response by shared model

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

Ambient 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.

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

Shared text models

3 exact models · newest first

ModelAmbient(0)DigitalOcean5.0(1)
GLM 5.2Winner · Ambient
Ambient
Price
$2.1667 / 1M
Speed— Best comparable value
7.63 s
TTFT— Best comparable value
0.68 s
TPS— Best comparable value
72.0 tok/s
Uptime— Worst comparable value
93.85%
Context
101.4K
Route
ambient/fp8
DigitalOcean
Price
$2.1667 / 1M
Speed— Worst comparable value
18.66 s
TTFT— Worst comparable value
0.80 s
TPS— Worst comparable value
28.0 tok/s
Uptime— Best comparable value
98.01%
Context
262.1K
Route
digitalocean
DeepSeek V4 FlashWinner · DigitalOcean
Ambient
Price— Worst comparable value
$0.6 / 1M
Speed— Best comparable value
34.08 s
TTFT— Best comparable value
0.74 s
TPS— Best comparable value
15.0 tok/s
Uptime— Worst comparable value
99.30%
Context
1M
Route
ambient/fp4
DigitalOcean
Price— Best comparable value
$0.1493 / 1M
Speed— Worst comparable value
63.73 s
TTFT— Worst comparable value
1.23 s
TPS— Worst comparable value
8.0 tok/s
Uptime— Best comparable value
99.56%
Context
262.1K
Route
digitalocean
Kimi K2.5Winner · Ambient
Ambient
Price— Worst comparable value
$1.4 / 1M
Speed— Best comparable value
8.67 s
TTFT— Best comparable value
0.61 s
TPS— Best comparable value
62.0 tok/s
Uptime— Best comparable value
99.82%
Context
262.1K
Route
ambient/int4
DigitalOcean
Price— Best comparable value
$0.925 / 1M
Speed— Worst comparable value
72.62 s
TTFT— Worst comparable value
1.19 s
TPS— Worst comparable value
7.0 tok/s
Uptime— Worst comparable value
89.39%
Context
262.1K
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.

Ambient vs DigitalOcean analysis

How Ambient and DigitalOcean compare for AI inference

Ambient and DigitalOcean share 3 indexed text models, including GLM 5.2, DeepSeek V4 Flash, Kimi K2.5. Ambient 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

Ambient has 5 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.

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