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Same-model provider benchmark

Cloudflare vs Venice: LLM provider comparison

Compare Cloudflare and Venice on 5 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

Cloudflare

12 indexed models

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

Venice

29 indexed models

Headquarters
United States
Server regions
United States
Model types
29 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

Cloudflare

1.13× typical advantage

5 exact models with complete recent speed data

Lowest token cost

Venice

$1.2407 / 1M

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

Most models available

Venice

29 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricCloudflareVenice
Typical 500-token response10.35 s14.33 s
Typical response start0.74 s1.17 s
Typical output speed52.0 tok/s38.0 tok/s
Blended token price$1.3347 / 1M$1.2407 / 1M
Typical route uptime99.85%97.85%

Visual comparison

Price and performance charts

CloudflareVenice
500-token response by shared model

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

Cloudflare has the lower typical same-model response ratio across 5 measured models.

Blended token price by shared model

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

Venice has the lower typical price ratio across 5 priced shared models.

Shared text models

5 exact models · newest first

ModelCloudflareVenice
GLM 5.2Winner · Cloudflare

z-ai/glm-5.2

Cloudflare
Blended price
$2.4 / 1M
500-token response
10.35 s
Response starts
0.74 s
Output speed
52.0 tok/s
Route uptime
99.85%
Context
262.1K
Route
cloudflare
Venice
Blended price
$2.4 / 1M
500-token response
14.33 s
Response starts
1.17 s
Output speed
38.0 tok/s
Route uptime
94.48%
Context
1M
Route
venice/fp8
Kimi K2.7 CodeWinner · Venice

moonshotai/kimi-k2.7-code

Cloudflare
Blended price
$1.9667 / 1M
500-token response
9.91 s
Response starts
1.58 s
Output speed
60.0 tok/s
Route uptime
N/a
Context
262.1K
Route
cloudflare
Venice
Blended price
$1.6667 / 1M
500-token response
8.94 s
Response starts
1.25 s
Output speed
65.0 tok/s
Route uptime
N/a
Context
256K
Route
venice/int4
Kimi K2.6Winner · Venice

moonshotai/kimi-k2.6

Cloudflare
Blended price
$1.9667 / 1M
500-token response
12.42 s
Response starts
0.79 s
Output speed
43.0 tok/s
Route uptime
99.90%
Context
262.1K
Route
cloudflare
Venice
Blended price
$1.6667 / 1M
500-token response
12.06 s
Response starts
1.43 s
Output speed
47.0 tok/s
Route uptime
99.22%
Context
256K
Route
venice/int4
Gemma 4 26B A4BWinner · Cloudflare

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

Cloudflare
Blended price
$0.1667 / 1M
500-token response
9.58 s
Response starts
0.49 s
Output speed
55.0 tok/s
Route uptime
98.30%
Context
256K
Route
cloudflare
Venice
Blended price
$0.22 / 1M
500-token response
19.60 s
Response starts
1.08 s
Output speed
27.0 tok/s
Route uptime
97.85%
Context
256K
Route
venice/bf16
GLM 4.7 FlashWinner · Cloudflare

z-ai/glm-4.7-flash

Cloudflare
Blended price
$0.1737 / 1M
500-token response
21.16 s
Response starts
0.32 s
Output speed
24.0 tok/s
Route uptime
96.61%
Context
131.1K
Route
cloudflare
Venice
Blended price
$0.25 / 1M
500-token response
23.85 s
Response starts
0.59 s
Output speed
21.5 tok/s
Route uptime
N/a
Context
128K
Route
venice/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.

Cloudflare vs Venice analysis

How Cloudflare and Venice compare for AI inference

Cloudflare and Venice share 5 indexed text models, including GLM 5.2, Kimi K2.7 Code, Kimi K2.6, Gemma 4 26B A4B, GLM 4.7 Flash. Cloudflare has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

5 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

5 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

Cloudflare has 12 indexed models and lists no published server regions; Venice has 29 models and lists 1 region. Verify data residency, privacy terms, limits, and production latency directly before choosing.

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