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Same-model provider benchmark

Crusoe vs NovitaAI: LLM provider comparison

Compare Crusoe and NovitaAI on 7 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

Crusoe

7 indexed models

Headquarters
United States
Server regions
N/a
Model types
7 text

NovitaAI

67 indexed models

Headquarters
United States
Server regions
N/a
Model types
67 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

1.23× typical advantage

6 exact models with complete recent speed data

Lowest token cost

$0.7729 / 1M

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

Most models available

67 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricCrusoe(0)NovitaAI(0)
SpeedCrusoe15.82 sNovitaAI18.50 s
TTFTCrusoe0.55 sNovitaAI1.27 s
TPSCrusoe33.0 tok/sNovitaAI29.0 tok/s
UptimeCrusoe99.56%NovitaAI94.16%
BlendedCrusoe$0.8414 / 1MNovitaAI$0.7729 / 1M
Green value Better comparable resultRed value Worse comparable result

Visual comparison

Price and performance charts

CrusoeNovitaAI
500-token response by shared model

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

Crusoe has the lower typical same-model response ratio across 6 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 7 priced shared models.

Shared text models

7 exact models · newest first

ModelCrusoe(0)NovitaAI(0)
Kimi K2.6Winner · NovitaAI
Crusoe
Speed— Worst comparable value
34.64 s
TTFT— Best comparable value
1.31 s
TPS— Worst comparable value
15.0 tok/s
Uptime— Worst comparable value
56.00%
Context
262.1K
Route
crusoe/bf16
Blended— Best comparable value
$1.6333 / 1M
NovitaAI
Speed— Best comparable value
18.58 s
TTFT— Worst comparable value
1.34 s
TPS— Best comparable value
29.0 tok/s
Uptime— Best comparable value
99.28%
Context
262.1K
Route
novita
Blended— Worst comparable value
$1.6667 / 1M
GLM 5.1Winner · Crusoe
Crusoe
Speed— Best comparable value
5.89 s
TTFT— Best comparable value
0.39 s
TPS— Best comparable value
91.0 tok/s
Uptime— Best comparable value
100.00%
Context
202.8K
Route
crusoe/fp8
Blended— Best comparable value
$2.2667 / 1M
NovitaAI
Speed— Worst comparable value
12.93 s
TTFT— Worst comparable value
2.06 s
TPS— Worst comparable value
46.0 tok/s
Uptime— Worst comparable value
99.74%
Context
204.8K
Route
novita/fp8
Blended— Worst comparable value
$2.3867 / 1M
Gemma 4 31BWinner · Crusoe
Crusoe
Speed— Best comparable value
84.17 s
TTFT— Best comparable value
0.83 s
TPS— Best comparable value
6.0 tok/s
Uptime— Best comparable value
91.12%
Context
262.1K
Route
crusoe
Blended
$0.2267 / 1M
NovitaAI
Speed— Worst comparable value
252.81 s
TTFT— Worst comparable value
2.81 s
TPS— Worst comparable value
2.0 tok/s
Uptime— Worst comparable value
68.44%
Context
262.1K
Route
novita/bf16
Blended
$0.2267 / 1M
Crusoe
Speed
N/a
TTFT
N/a
TPS
N/a
Uptime
0.00%
Context
262.1K
Route
crusoe/fp8
Blended
$0.1 / 1M
NovitaAI
Speed
N/a
TTFT
N/a
TPS
N/a
Uptime
N/a
Context
262.1K
Route
novita/fp4
Blended
$0.1 / 1M
Crusoe
Speed— Best comparable value
11.96 s
TTFT— Best comparable value
0.33 s
TPS— Best comparable value
43.0 tok/s
Uptime— Best comparable value
99.58%
Context
262.1K
Route
crusoe/bf16
Blended— Worst comparable value
$0.4133 / 1M
NovitaAI
Speed— Worst comparable value
14.24 s
TTFT— Worst comparable value
0.72 s
TPS— Worst comparable value
37.0 tok/s
Uptime— Worst comparable value
96.79%
Context
131.1K
Route
novita/fp8
Blended— Best comparable value
$0.2533 / 1M
DeepSeek V3 0324Winner · NovitaAI
Crusoe
Speed— Best comparable value
17.05 s
TTFT— Best comparable value
0.39 s
TPS— Best comparable value
30.0 tok/s
Uptime— Best comparable value
99.55%
Context
163.8K
Route
crusoe/bf16
Blended— Worst comparable value
$0.8333 / 1M
NovitaAI
Speed— Worst comparable value
18.45 s
TTFT— Worst comparable value
1.21 s
TPS— Worst comparable value
29.0 tok/s
Uptime— Worst comparable value
91.52%
Context
163.8K
Route
novita/fp8
Blended— Best comparable value
$0.5533 / 1M
Llama 3.3 70B InstructWinner · NovitaAI
Crusoe
Speed— Best comparable value
14.59 s
TTFT— Worst comparable value
0.70 s
TPS— Best comparable value
36.0 tok/s
Uptime— Best comparable value
99.91%
Context
131.1K
Route
crusoe/bf16
Blended— Worst comparable value
$0.4167 / 1M
NovitaAI
Speed— Worst comparable value
18.54 s
TTFT— Best comparable value
0.69 s
TPS— Worst comparable value
28.0 tok/s
Uptime— Worst comparable value
31.79%
Context
6K
Route
novita/bf16
Blended— Best comparable value
$0.2233 / 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.

Crusoe vs NovitaAI analysis

How Crusoe and NovitaAI compare for AI inference

Crusoe and NovitaAI share 7 indexed text models, including Kimi K2.6, GLM 5.1, Gemma 4 31B, Nemotron 3 Nano 30B A3B, Qwen3 235B A22B Instruct 2507. Crusoe has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

6 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

7 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

Crusoe has 7 indexed models and lists no published server regions; NovitaAI has 67 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.

Related same-model benchmarks

Compare with other providers

Explore qualified alternatives with the most shared measured models. Recommendations include comparisons for both Crusoe and NovitaAI.