Z.ai: GLM 4.6V

z-ai/glm-4-6v

GLM-4.6V is a large multimodal model designed for high-fidelity visual understanding and long-context reasoning across images, documents, and mixed media.

Modalities
In / out per 1M$0.30 / $0.90
Context128K
ReleasedDec 8, 2025

Providers

2 providers serve this model upstream.

Providers serving this model
ProviderInput /MOutput /MCache read /MLatency P50Throughput P50Uptime
NovitaAIbf16$0.30$0.90$0.062.49s27 tps99.89%
Z.aifp8$0.30$0.90$0.053.86s25 tps97.44%

Market-wide measurements, refreshed every 15 minutes. They describe who serves GLM 4.6V in general, not how ProjectCOZY routes your requests.

Pricing

List rates per 1M tokens — what GLM 4.6V costs pay-as-you-go elsewhere, not what you pay here.

Input
$0.30
per 1M tokens
Output
$0.90
per 1M tokens
Cache read
$0.06
per 1M cached tokens
Included in every pass
GLM 4.6V is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.

Performance

Time to first token and output speed across every provider, over the last 3 days.

0.0s2.5s5.0s7.5s10.0s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
NovitaAI Z.ai
0 tok/s50 tok/s100 tok/s150 tok/s200 tok/s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
NovitaAI Z.ai

Uptime

100% of requests were served successfully over the last 3 days, across all providers.

Last 3 daysAvailability 97.94%
Oct 11, 2:00 PMNow
Availability over the last 24 hoursAvailability 99.18%
100% 97% 93% 90%
Oct 13, 2:50 PMNow

Apps

Tools that most often run GLM 4.6V, by tokens this week.

Activity

8.5B tokens processed market-wide in the last month.

0500.0M1.0B1.5B2.0B
Sep 14Sep 19Sep 24Sep 29Oct 4Oct 9Oct 14
Tokens

FAQ

Which model id do I use for GLM 4.6V?
z-ai/glm-4.6v. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does GLM 4.6V hold?
131,072 tokens per request, of which up to 32,768 can be the response.
What can it accept and return?
Input: image, text, video. Output: text.
What does GLM 4.6V cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $0.30 per 1M input tokens and $0.90 per 1M output tokens.
Who built GLM 4.6V?
Z.ai, in the GLM family.

Explore

Other models your pass can call.