Same-model provider benchmark

DeepInfra vs Parasail: LLM provider comparison

Compare DeepInfra and Parasail on 24 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

DeepInfra

87 indexed models

Headquarters: United States
Server regions: N/a
Model types: 67 text, 15 embeddings, 5 speech

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

Parasail

1.33× typical advantage

23 exact models with complete recent speed data

Lowest token cost

DeepInfra

$0.6677 / 1M

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

Most models available

DeepInfra

87 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Metric	DeepInfra	Parasail
Typical 500-token response	18.19 s	13.46 s
Typical response start	0.70 s	0.69 s
Typical output speed	29.0 tok/s	40.0 tok/s
Blended token price	$0.6677 / 1M	$0.8149 / 1M
Typical route uptime	99.43%	99.15%

Visual comparison

Price and performance charts

DeepInfra

Parasail

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 23 measured models.

Blended token price by shared model

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

DeepInfra has the lower typical price ratio across 24 priced shared models.

Model	DeepInfra	Parasail
GLM 5.2Winner · Parasail z-ai/glm-5.2	DeepInfra Blended price $1.62 / 1M 500-token response 42.37 s Response starts 0.70 s Output speed 12.0 tok/s Route uptime N/a Context 1M Route deepinfra/fp4	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	DeepInfra Blended price $1.66 / 1M 500-token response 15.92 s Response starts 0.77 s Output speed 33.0 tok/s Route uptime 100.00% Context 262.1K Route deepinfra/fp4	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	DeepInfra Blended price $0.6 / 1M 500-token response 24.78 s Response starts 0.97 s Output speed 21.0 tok/s Route uptime 98.34% Context 524.3K Route deepinfra/bf16	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 · DeepInfra deepseek/deepseek-v4-pro	DeepInfra Blended price $1.7333 / 1M 500-token response 18.19 s Response starts 0.94 s Output speed 29.0 tok/s Route uptime 98.79% Context 1M Route deepinfra/fp4	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 · DeepInfra deepseek/deepseek-v4-flash	DeepInfra Blended price $0.12 / 1M 500-token response 20.36 s Response starts 1.13 s Output speed 26.0 tok/s Route uptime 99.43% Context 1M Route deepinfra/fp4	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 · Parasail xiaomi/mimo-v2.5	DeepInfra Blended price $0.9333 / 1M 500-token response 10.57 s Response starts 0.37 s Output speed 49.0 tok/s Route uptime 98.97% Context 262.1K Route deepinfra/bf16	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 · DeepInfra moonshotai/kimi-k2.6	DeepInfra Blended price $1.6667 / 1M 500-token response 12.84 s Response starts 0.93 s Output speed 42.0 tok/s Route uptime 99.94% Context 262.1K Route deepinfra/fp4	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	DeepInfra Blended price $1.8667 / 1M 500-token response 18.81 s Response starts 1.57 s Output speed 29.0 tok/s Route uptime 99.92% Context 202.8K Route deepinfra/fp4	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 · DeepInfra google/gemma-4-26b-a4b-it	DeepInfra Blended price $0.16 / 1M 500-token response 22.23 s Response starts 0.49 s Output speed 23.0 tok/s Route uptime 99.62% Context 262.1K Route deepinfra/fp8	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 · DeepInfra google/gemma-4-31b-it	DeepInfra Blended price $0.2033 / 1M 500-token response 22.57 s Response starts 0.83 s Output speed 23.0 tok/s Route uptime 99.06% Context 262.1K Route deepinfra/turbo	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
Qwen3.5-9B qwen/qwen3.5-9b	DeepInfra Blended price $0.1167 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 262.1K Route deepinfra/bf16	Parasail Blended price $0.15 / 1M 500-token response 19.91 s Response starts 0.68 s Output speed 26.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/bf16
Qwen3.5-35B-A3BWinner · DeepInfra qwen/qwen3.5-35b-a3b	DeepInfra Blended price $0.4267 / 1M 500-token response 5.89 s Response starts 0.28 s Output speed 89.0 tok/s Route uptime 99.69% Context 262.1K Route deepinfra/fp8	Parasail Blended price $0.4333 / 1M 500-token response 11.69 s Response starts 0.82 s Output speed 46.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/fp8
Qwen3.5 397B A17BWinner · Parasail qwen/qwen3.5-397b-a17b	DeepInfra Blended price $1.3 / 1M 500-token response 14.53 s Response starts 0.64 s Output speed 36.0 tok/s Route uptime 79.03% Context 262.1K Route deepinfra/fp8	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	DeepInfra Blended price $0.4833 / 1M 500-token response 11.21 s Response starts 1.01 s Output speed 49.0 tok/s Route uptime 100.00% Context 196.6K Route deepinfra/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 · DeepInfra z-ai/glm-5	DeepInfra Blended price $1.0933 / 1M 500-token response 21.01 s Response starts 1.01 s Output speed 25.0 tok/s Route uptime 99.79% Context 202.8K Route deepinfra/fp4	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 VL 235B A22B InstructWinner · DeepInfra qwen/qwen3-vl-235b-a22b-instruct	DeepInfra Blended price $0.4267 / 1M 500-token response 34.42 s Response starts 1.09 s Output speed 15.0 tok/s Route uptime 98.99% Context 262.1K Route deepinfra/fp8	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	DeepInfra Blended price $0.4267 / 1M 500-token response 12.34 s Response starts 0.71 s Output speed 43.0 tok/s Route uptime 91.50% Context 262.1K Route deepinfra/fp8	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 · DeepInfra openai/gpt-oss-120b	DeepInfra Blended price $0.0813 / 1M 500-token response 12.10 s Response starts 0.47 s Output speed 43.0 tok/s Route uptime 94.64% Context 131.1K Route deepinfra/bf16	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 · DeepInfra openai/gpt-oss-20b	DeepInfra Blended price $0.0667 / 1M 500-token response 5.15 s Response starts 0.35 s Output speed 104.0 tok/s Route uptime 99.78% Context 131.1K Route deepinfra/bf16	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
Qwen3 235B A22B Instruct 2507Winner · Parasail qwen/qwen3-235b-a22b-2507	DeepInfra Blended price $0.2433 / 1M 500-token response 26.72 s Response starts 0.40 s Output speed 19.0 tok/s Route uptime 98.78% Context 262.1K Route deepinfra/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
Mistral Small 3.2 24BWinner · DeepInfra mistralai/mistral-small-3.2-24b-instruct	DeepInfra Blended price $0.1167 / 1M 500-token response 12.95 s Response starts 0.45 s Output speed 40.0 tok/s Route uptime 99.47% Context 128K Route deepinfra/fp8	Parasail Blended price $0.16 / 1M 500-token response 25.47 s Response starts 0.47 s Output speed 20.0 tok/s Route uptime 99.46% Context 131.1K Route parasail/bf16
Llama 4 MaverickWinner · Parasail meta-llama/llama-4-maverick	DeepInfra Blended price $0.4 / 1M 500-token response 13.13 s Response starts 0.31 s Output speed 39.0 tok/s Route uptime 99.97% Context 1M Route deepinfra/base	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 · DeepInfra google/gemma-3-27b-it	DeepInfra Blended price $0.1067 / 1M 500-token response 30.09 s Response starts 0.68 s Output speed 17.0 tok/s Route uptime 99.95% Context 131.1K Route deepinfra/fp8	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 · Parasail meta-llama/llama-3.3-70b-instruct	DeepInfra Blended price $0.1733 / 1M 500-token response 31.59 s Response starts 0.34 s Output speed 16.0 tok/s Route uptime 98.39% Context 131.1K Route deepinfra/turbo	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 Jul 16, 2026, 8:19 AM UTC. Values use one deterministic route per provider and model; missing measurements remain visible as N/a.

DeepInfra vs Parasail analysis

How DeepInfra and Parasail compare for AI inference

DeepInfra and Parasail share 24 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

23 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

24 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

DeepInfra has 87 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.

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DeepInfra vs Parasail: LLM provider comparison

DeepInfra

Parasail

Metric winners

Shared-model benchmark summary

Price and performance charts

Shared text models

How DeepInfra and Parasail compare for AI inference

Same-model speed evidence

Token pricing on one workload

Catalog and deployment differences

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