Skip to content

Same-model provider benchmark

DigitalOcean vs NovitaAI: LLM provider comparison

Compare DigitalOcean and NovitaAI on 15 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

NovitaAI

66 indexed models

Headquarters
United States
Server regions
N/a
Model types
66 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

1.57× typical advantage

15 exact models with complete recent speed data

Lowest token cost

$0.9739 / 1M

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

Most models available

66 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricDigitalOceanNovitaAI
Typical 500-token response32.65 s16.07 s
Typical response start1.13 s2.30 s
Typical output speed16.0 tok/s32.0 tok/s
Blended token price$1.0274 / 1M$0.9739 / 1M
Typical route uptime98.90%99.45%

Visual comparison

Price and performance charts

DigitalOceanNovitaAI
500-token response by shared model

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

NovitaAI has the lower typical same-model response ratio across 15 measured models.

Blended token price by shared model

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

NovitaAI has the lower typical price ratio across 15 priced shared models.

Shared text models

15 exact models · newest first

ModelDigitalOceanNovitaAI
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
NovitaAI
Blended price
$1.6536 / 1M
500-token response
23.05 s
Response starts
3.05 s
Output speed
25.0 tok/s
Route uptime
99.45%
Context
1M
Route
novita/fp8
DeepSeek V4 ProWinner · NovitaAI

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
NovitaAI
Blended price
$1.5573 / 1M
500-token response
13.19 s
Response starts
1.83 s
Output speed
44.0 tok/s
Route uptime
98.82%
Context
1M
Route
novita/fp8
DeepSeek V4 FlashWinner · NovitaAI

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
NovitaAI
Blended price
$0.1867 / 1M
500-token response
15.08 s
Response starts
1.56 s
Output speed
37.0 tok/s
Route uptime
99.95%
Context
1M
Route
novita/fp8
MiMo-V2.5-ProWinner · NovitaAI

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
NovitaAI
Blended price
$0.6403 / 1M
500-token response
14.14 s
Response starts
2.52 s
Output speed
43.0 tok/s
Route uptime
99.91%
Context
1M
Route
novita
MiMo-V2.5Winner · NovitaAI

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
NovitaAI
Blended price
$0.224 / 1M
500-token response
12.87 s
Response starts
2.45 s
Output speed
48.0 tok/s
Route uptime
99.20%
Context
1M
Route
novita/fp8
Kimi K2.6Winner · DigitalOcean

moonshotai/kimi-k2.6

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
NovitaAI
Blended price
$1.6667 / 1M
500-token response
20.24 s
Response starts
3.00 s
Output speed
29.0 tok/s
Route uptime
98.89%
Context
262.1K
Route
novita
GLM 5.1Winner · NovitaAI

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
NovitaAI
Blended price
$2.3867 / 1M
500-token response
22.62 s
Response starts
2.62 s
Output speed
25.0 tok/s
Route uptime
67.25%
Context
204.8K
Route
novita/fp8
Qwen3.5 397B A17BWinner · NovitaAI

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
NovitaAI
Blended price
$1.6 / 1M
500-token response
12.11 s
Response starts
2.30 s
Output speed
51.0 tok/s
Route uptime
99.35%
Context
262.1K
Route
novita
MiniMax M2.5Winner · DigitalOcean

minimax/minimax-m2.5

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
NovitaAI
Blended price
$0.6 / 1M
500-token response
56.73 s
Response starts
1.17 s
Output speed
9.0 tok/s
Route uptime
N/a
Context
204.8K
Route
novita/fp8
GLM 5Winner · DigitalOcean

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
NovitaAI
Blended price
$1.7333 / 1M
500-token response
48.77 s
Response starts
7.11 s
Output speed
12.0 tok/s
Route uptime
99.97%
Context
202.8K
Route
novita/fp8
Kimi K2.5Winner · NovitaAI

moonshotai/kimi-k2.5

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
NovitaAI
Blended price
$1.33 / 1M
500-token response
21.94 s
Response starts
4.70 s
Output speed
29.0 tok/s
Route uptime
99.56%
Context
262.1K
Route
novita
DeepSeek V3.2Winner · NovitaAI

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
NovitaAI
Blended price
$0.3127 / 1M
500-token response
23.97 s
Response starts
1.25 s
Output speed
22.0 tok/s
Route uptime
99.97%
Context
163.8K
Route
novita/fp8
gpt-oss-120bWinner · NovitaAI

openai/gpt-oss-120b

DigitalOcean
Blended price
$0.21 / 1M
500-token response
25.10 s
Response starts
3.36 s
Output speed
23.0 tok/s
Route uptime
98.90%
Context
128K
Route
digitalocean
NovitaAI
Blended price
$0.1167 / 1M
500-token response
9.33 s
Response starts
0.71 s
Output speed
58.0 tok/s
Route uptime
98.36%
Context
131.1K
Route
novita/fp4

qwen/qwen3-coder-30b-a3b-instruct

DigitalOcean
Blended price
$0.8667 / 1M
500-token response
335.24 s
Response starts
1.90 s
Output speed
1.5 tok/s
Route uptime
N/a
Context
262.1K
Route
digitalocean
NovitaAI
Blended price
$0.1367 / 1M
500-token response
9.69 s
Response starts
0.60 s
Output speed
55.0 tok/s
Route uptime
98.56%
Context
160K
Route
novita/fp8
Llama 4 MaverickWinner · DigitalOcean

meta-llama/llama-4-maverick

DigitalOcean
Blended price
$0.4567 / 1M
500-token response
13.42 s
Response starts
0.26 s
Output speed
38.0 tok/s
Route uptime
99.94%
Context
128K
Route
digitalocean
NovitaAI
Blended price
$0.4633 / 1M
500-token response
16.07 s
Response starts
0.45 s
Output speed
32.0 tok/s
Route uptime
99.98%
Context
1M
Route
novita/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 NovitaAI analysis

How DigitalOcean and NovitaAI compare for AI inference

DigitalOcean and NovitaAI share 15 indexed text models, including GLM 5.2, DeepSeek V4 Pro, DeepSeek V4 Flash, MiMo-V2.5-Pro, MiMo-V2.5. NovitaAI has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

15 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

15 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; NovitaAI has 66 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.