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Same-model provider benchmark

Cloudflare vs Together: LLM provider comparison

Compare Cloudflare and Together on 4 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

Together

19 indexed models

Headquarters
United States
Server regions
N/a
Model types
17 text, 2 transcription

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

1.77× typical advantage

4 exact models with complete recent speed data

Lowest token cost

$1.8199 / 1M

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

Most models available

19 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

MetricCloudflareTogether
Typical 500-token response11.07 s7.08 s
Typical response start0.76 s0.66 s
Typical output speed48.0 tok/s84.5 tok/s
Blended token price$1.8199 / 1M$1.9267 / 1M
Typical route uptime99.85%97.87%

Visual comparison

Price and performance charts

CloudflareTogether
500-token response by shared model

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

Together 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.

Cloudflare has the lower typical price ratio across 4 priced shared models.

Shared text models

4 exact models · newest first

ModelCloudflareTogether
GLM 5.2Winner · Together

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
Together
Blended price
$2.4 / 1M
500-token response
8.95 s
Response starts
0.88 s
Output speed
62.0 tok/s
Route uptime
94.55%
Context
262.1K
Route
together
Kimi K2.7 CodeWinner · Together

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
Together
Blended price
$1.9667 / 1M
500-token response
3.47 s
Response starts
0.49 s
Output speed
168.0 tok/s
Route uptime
99.29%
Context
262.1K
Route
together
Kimi K2.6Winner · Together

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
Together
Blended price
$2.3 / 1M
500-token response
5.21 s
Response starts
0.54 s
Output speed
107.0 tok/s
Route uptime
99.73%
Context
262.1K
Route
together
Llama 3.3 70B InstructWinner · Cloudflare

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

Cloudflare
Blended price
$0.9463 / 1M
500-token response
11.79 s
Response starts
0.42 s
Output speed
44.0 tok/s
Route uptime
97.51%
Context
24K
Route
cloudflare/fp8
Together
Blended price
$1.04 / 1M
500-token response
16.41 s
Response starts
0.79 s
Output speed
32.0 tok/s
Route uptime
97.87%
Context
131.1K
Route
together/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 Together analysis

How Cloudflare and Together compare for AI inference

Cloudflare and Together share 4 indexed text models, including GLM 5.2, Kimi K2.7 Code, Kimi K2.6, Llama 3.3 70B Instruct. Together 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

Cloudflare has 12 indexed models and lists no published server regions; Together has 19 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.