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Same-model provider benchmark

MARA vs NovitaAI: LLM provider comparison

Compare MARA and NovitaAI on 4 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

MARA

4 indexed models

Headquarters
United States
Server regions
United States
Model types
4 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

MARA

2.18× typical advantage

4 exact models with complete recent speed data

Lowest token cost

NovitaAI

$0.4425 / 1M

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

Most models available

NovitaAI

66 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricMARANovitaAI
Typical 500-token response6.52 s20.58 s
Typical response start1.42 s1.41 s
Typical output speed147.0 tok/s29.5 tok/s
Blended token price$0.5692 / 1M$0.4425 / 1M
Typical route uptime76.79%99.29%

Visual comparison

Price and performance charts

MARANovitaAI
500-token response by shared model

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

MARA has the lower typical same-model response ratio across 4 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 4 priced shared models.

Shared text models

4 exact models · newest first

ModelMARANovitaAI
MiniMax M2.7Winner · MARA

minimax/minimax-m2.7

MARA
Blended price
$0.48 / 1M
500-token response
3.88 s
Response starts
1.18 s
Output speed
185.0 tok/s
Route uptime
99.84%
Context
196.6K
Route
mara
NovitaAI
Blended price
$0.54 / 1M
500-token response
14.46 s
Response starts
1.64 s
Output speed
39.0 tok/s
Route uptime
99.29%
Context
204.8K
Route
novita/fp8
MiniMax M2.5Winner · MARA

minimax/minimax-m2.5

MARA
Blended price
$0.48 / 1M
500-token response
3.53 s
Response starts
1.07 s
Output speed
203.0 tok/s
Route uptime
N/a
Context
196.6K
Route
mara
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
DeepSeek V3.1Winner · NovitaAI

deepseek/deepseek-chat-v3.1

MARA
Blended price
$0.9667 / 1M
500-token response
17.30 s
Response starts
1.67 s
Output speed
32.0 tok/s
Route uptime
58.22%
Context
131.1K
Route
mara
NovitaAI
Blended price
$0.5133 / 1M
500-token response
26.70 s
Response starts
1.70 s
Output speed
20.0 tok/s
Route uptime
100.00%
Context
131.1K
Route
novita/fp8
gpt-oss-120bWinner · NovitaAI

openai/gpt-oss-120b

MARA
Blended price
$0.35 / 1M
500-token response
9.15 s
Response starts
4.57 s
Output speed
109.0 tok/s
Route uptime
76.79%
Context
131.1K
Route
mara
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

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.

MARA vs NovitaAI analysis

How MARA and NovitaAI compare for AI inference

MARA and NovitaAI share 4 indexed text models, including MiniMax M2.7, MiniMax M2.5, DeepSeek V3.1, gpt-oss-120b. MARA has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

4 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

4 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

MARA has 4 indexed models and lists 1 published server region; NovitaAI has 66 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.

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