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Same-model provider benchmark

NovitaAI vs Parasail: LLM provider comparison

Compare NovitaAI and Parasail on 22 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

NovitaAI

66 indexed models

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

Parasail

35 indexed models

Headquarters
United States
Server regions
N/a
Model types
34 text, 1 embeddings

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

1.29× typical advantage

22 exact models with complete recent speed data

Lowest token cost

$0.8071 / 1M

22 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

MetricNovitaAIParasail
Typical 500-token response18.71 s12.94 s
Typical response start1.52 s0.69 s
Typical output speed30.5 tok/s42.0 tok/s
Blended token price$0.8071 / 1M$0.8709 / 1M
Typical route uptime99.36%98.88%

Visual comparison

Price and performance charts

NovitaAIParasail
500-token response by shared model

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

Parasail has the lower typical same-model response ratio across 22 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 22 priced shared models.

Shared text models

22 exact models · newest first

ModelNovitaAIParasail
GLM 5.2Winner · Parasail

z-ai/glm-5.2

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
Parasail
Blended price
$2.4 / 1M
500-token response
8.10 s
Response starts
0.96 s
Output speed
70.0 tok/s
Route uptime
98.80%
Context
262.1K
Route
parasail/fp4
Kimi K2.7 CodeWinner · Parasail

moonshotai/kimi-k2.7-code

NovitaAI
Blended price
$1.888 / 1M
500-token response
29.25 s
Response starts
2.94 s
Output speed
19.0 tok/s
Route uptime
100.00%
Context
262.1K
Route
novita/int4
Parasail
Blended price
$1.6733 / 1M
500-token response
14.51 s
Response starts
2.01 s
Output speed
40.0 tok/s
Route uptime
95.80%
Context
262.1K
Route
parasail/int4
MiniMax M3Winner · Parasail

minimax/minimax-m3

NovitaAI
Blended price
$0.6 / 1M
500-token response
17.46 s
Response starts
3.58 s
Output speed
36.0 tok/s
Route uptime
99.36%
Context
1M
Route
novita/fp8
Parasail
Blended price
$0.6 / 1M
500-token response
10.69 s
Response starts
0.69 s
Output speed
50.0 tok/s
Route uptime
97.91%
Context
1M
Route
parasail/fp8
DeepSeek V4 ProWinner · NovitaAI

deepseek/deepseek-v4-pro

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
Parasail
Blended price
$2.32 / 1M
500-token response
28.29 s
Response starts
0.51 s
Output speed
18.0 tok/s
Route uptime
99.70%
Context
1M
Route
parasail/fp8
DeepSeek V4 FlashWinner · Parasail

deepseek/deepseek-v4-flash

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
Parasail
Blended price
$0.1867 / 1M
500-token response
13.46 s
Response starts
0.64 s
Output speed
39.0 tok/s
Route uptime
98.69%
Context
1M
Route
parasail/fp8
MiMo-V2.5Winner · NovitaAI

xiaomi/mimo-v2.5

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
Parasail
Blended price
$0.1867 / 1M
500-token response
34.07 s
Response starts
0.74 s
Output speed
15.0 tok/s
Route uptime
95.38%
Context
1M
Route
parasail/fp8
Kimi K2.6Winner · Parasail

moonshotai/kimi-k2.6

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
Parasail
Blended price
$1.6667 / 1M
500-token response
16.21 s
Response starts
1.50 s
Output speed
34.0 tok/s
Route uptime
99.45%
Context
262.1K
Route
parasail/int4
GLM 5.1Winner · Parasail

z-ai/glm-5.1

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
Parasail
Blended price
$2.4 / 1M
500-token response
8.43 s
Response starts
2.18 s
Output speed
80.0 tok/s
Route uptime
85.33%
Context
202.8K
Route
parasail/fp8
Gemma 4 26B A4BWinner · Parasail

google/gemma-4-26b-a4b-it

NovitaAI
Blended price
$0.22 / 1M
500-token response
22.17 s
Response starts
2.17 s
Output speed
25.0 tok/s
Route uptime
99.89%
Context
262.1K
Route
novita/bf16
Parasail
Blended price
$0.22 / 1M
500-token response
17.86 s
Response starts
0.61 s
Output speed
29.0 tok/s
Route uptime
98.97%
Context
262.1K
Route
parasail/bf16
Gemma 4 31BWinner · Parasail

google/gemma-4-31b-it

NovitaAI
Blended price
$0.2267 / 1M
500-token response
34.37 s
Response starts
1.04 s
Output speed
15.0 tok/s
Route uptime
98.00%
Context
262.1K
Route
novita/bf16
Parasail
Blended price
$0.2333 / 1M
500-token response
29.80 s
Response starts
2.03 s
Output speed
18.0 tok/s
Route uptime
92.85%
Context
262.1K
Route
parasail/fp8
Qwen3.5 397B A17BWinner · Parasail

qwen/qwen3.5-397b-a17b

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
Parasail
Blended price
$1.5333 / 1M
500-token response
9.08 s
Response starts
0.75 s
Output speed
60.0 tok/s
Route uptime
87.58%
Context
262.1K
Route
parasail/fp8
MiniMax M2.5Winner · Parasail

minimax/minimax-m2.5

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
Parasail
Blended price
$0.6 / 1M
500-token response
5.17 s
Response starts
0.61 s
Output speed
109.5 tok/s
Route uptime
N/a
Context
196.6K
Route
parasail/fp8
GLM 5Winner · Parasail

z-ai/glm-5

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
Parasail
Blended price
$1.7333 / 1M
500-token response
19.93 s
Response starts
0.70 s
Output speed
26.0 tok/s
Route uptime
99.15%
Context
202.8K
Route
parasail/fp8
Qwen3 Coder NextWinner · Parasail

qwen/qwen3-coder-next

NovitaAI
Blended price
$0.6333 / 1M
500-token response
12.58 s
Response starts
1.47 s
Output speed
45.0 tok/s
Route uptime
N/a
Context
262.1K
Route
novita/fp8
Parasail
Blended price
$0.3467 / 1M
500-token response
12.42 s
Response starts
1.05 s
Output speed
44.0 tok/s
Route uptime
100.00%
Context
262.1K
Route
parasail/bf16
Qwen3 VL 235B A22B InstructWinner · Parasail

qwen/qwen3-vl-235b-a22b-instruct

NovitaAI
Blended price
$0.7 / 1M
500-token response
46.86 s
Response starts
1.40 s
Output speed
11.0 tok/s
Route uptime
95.80%
Context
131.1K
Route
novita/bf16
Parasail
Blended price
$0.7733 / 1M
500-token response
26.12 s
Response starts
1.12 s
Output speed
20.0 tok/s
Route uptime
99.69%
Context
131.1K
Route
parasail/fp8
Qwen3 Next 80B A3B InstructWinner · Parasail

qwen/qwen3-next-80b-a3b-instruct

NovitaAI
Blended price
$0.6 / 1M
500-token response
6.14 s
Response starts
0.91 s
Output speed
95.5 tok/s
Route uptime
100.00%
Context
131.1K
Route
novita/bf16
Parasail
Blended price
$0.4333 / 1M
500-token response
8.15 s
Response starts
0.80 s
Output speed
68.0 tok/s
Route uptime
99.93%
Context
262.1K
Route
parasail/fp8
gpt-oss-120bWinner · NovitaAI

openai/gpt-oss-120b

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
Parasail
Blended price
$0.3167 / 1M
500-token response
9.13 s
Response starts
0.51 s
Output speed
58.0 tok/s
Route uptime
92.57%
Context
131.1K
Route
parasail/fp4
gpt-oss-20bWinner · NovitaAI

openai/gpt-oss-20b

NovitaAI
Blended price
$0.0767 / 1M
500-token response
4.79 s
Response starts
0.37 s
Output speed
113.0 tok/s
Route uptime
99.98%
Context
131.1K
Route
novita/fp4
Parasail
Blended price
$0.0933 / 1M
500-token response
8.09 s
Response starts
0.52 s
Output speed
66.0 tok/s
Route uptime
98.25%
Context
131.1K
Route
parasail/fp4

qwen/qwen3-235b-a22b-2507

NovitaAI
Blended price
$0.2533 / 1M
500-token response
19.95 s
Response starts
0.72 s
Output speed
26.0 tok/s
Route uptime
99.83%
Context
131.1K
Route
novita/fp8
Parasail
Blended price
$0.36 / 1M
500-token response
16.05 s
Response starts
0.42 s
Output speed
32.0 tok/s
Route uptime
99.90%
Context
131.1K
Route
parasail/fp8
Llama 4 MaverickWinner · Parasail

meta-llama/llama-4-maverick

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
Parasail
Blended price
$0.5667 / 1M
500-token response
8.96 s
Response starts
0.48 s
Output speed
59.0 tok/s
Route uptime
100.00%
Context
524.3K
Route
parasail/fp8
Gemma 3 27BWinner · Parasail

google/gemma-3-27b-it

NovitaAI
Blended price
$0.146 / 1M
500-token response
32.31 s
Response starts
1.06 s
Output speed
16.0 tok/s
Route uptime
78.65%
Context
98.3K
Route
novita/bf16
Parasail
Blended price
$0.2033 / 1M
500-token response
16.21 s
Response starts
0.58 s
Output speed
32.0 tok/s
Route uptime
99.99%
Context
131.1K
Route
parasail/fp8
Llama 3.3 70B InstructWinner · NovitaAI

meta-llama/llama-3.3-70b-instruct

NovitaAI
Blended price
$0.2233 / 1M
500-token response
15.48 s
Response starts
0.78 s
Output speed
34.0 tok/s
Route uptime
90.47%
Context
6K
Route
novita/bf16
Parasail
Blended price
$0.3133 / 1M
500-token response
11.10 s
Response starts
0.46 s
Output speed
47.0 tok/s
Route uptime
99.56%
Context
131.1K
Route
parasail/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.

NovitaAI vs Parasail analysis

How NovitaAI and Parasail compare for AI inference

NovitaAI and Parasail share 22 indexed text models, including GLM 5.2, Kimi K2.7 Code, MiniMax M3, DeepSeek V4 Pro, DeepSeek V4 Flash. Parasail has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

22 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

22 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

NovitaAI has 66 indexed models and lists no published server regions; Parasail has 35 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.