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Fastest First-Token GLM 4.7 Flash Inference Providers

Ranks providers by how quickly the first generated token appears. Providers without enough recent data remain visible after ranked rows.

DeepInfra currently ranks first at 0.40 s via deepinfra/bf16.

Provider options:
4
Ranked:
4
Metric:
Time to first token

Fastest first token endpoint ranking

Fastest First-Token GLM 4.7 Flash Inference Providers
RankProvider / routeTime to first tokenSpeed measurementsEndpoint details
#1Provider / route
DeepInfradeepinfra/bf16
Time to first token0.40 sSpeed measurements
500-token response
14.29 s
Response starts
0.40 s
Output speed
36.0 tok/s
Endpoint details
Input price
$0.06 / 1M tokens
Output price
$0.4 / 1M tokens
Uptime (30 min)
99.87%
Context
202.8K
#2Provider / route
Cloudflarecloudflare
Time to first token0.40 sSpeed measurements
500-token response
24.21 s
Response starts
0.40 s
Output speed
21.0 tok/s
Endpoint details
Input price
$0.0605 / 1M tokens
Output price
$0.4 / 1M tokens
Uptime (30 min)
99.11%
Context
131.1K
#3Provider / route
Venicevenice/fp8
Time to first token0.65 sSpeed measurements
500-token response
11.07 s
Response starts
0.65 s
Output speed
48.0 tok/s
Endpoint details
Input price
$0.125 / 1M tokens
Output price
$0.5 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
128K
#4Provider / route
NovitaAInovita/bf16
Time to first token1.16 sSpeed measurements
500-token response
10.59 s
Response starts
1.16 s
Output speed
53.0 tok/s
Endpoint details
Input price
$0.07 / 1M tokens
Output price
$0.4 / 1M tokens
Uptime (30 min)
92.60%
Context
200K

Endpoint data fetched .

GLM 4.7 Flash endpoint guide

How to interpret the Fastest First-Token GLM 4.7 Flash Inference Providers

4 of 4 GLM 4.7 Flash endpoints currently have the published data required for this ranking. DeepInfra leads at 0.40 s via deepinfra/bf16. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How response-start time is ranked

The first-token ranking orders endpoints by the recent median time before output begins. This is useful for interactive applications, but it should be read alongside throughput because the first provider to start is not always the first to finish a long answer.

Compare DeepInfra with the next option

Cloudflare currently ranks second at 0.40 s. Compare that gap with input and output price, response-start time, output speed, 30-minute uptime, context length, and the exact route before deciding whether first place is meaningful for your workload.

Use the route, not only the provider name

GLM 4.7 Flash has 4 published provider options, and performance data is matched to each exact OpenRouter routing tag. Different quantization, context, regional deployment, or provider configuration can change price and behavior even when the underlying model name is identical.