Can I run GLM 4.6 or Llama 4 Maverick 17b 128e Instruct Fp8 cheaper on another provider?

Some models are available on inference providers like Together AI, Groq, and Fireworks AI at lower prices. Check each model's pricing page for the full provider comparison.

What is the context window difference between GLM 4.6 and Llama 4 Maverick 17b 128e Instruct Fp8?

Llama 4 Maverick 17b 128e Instruct Fp8 has a larger context window at 1048K tokens vs 202K. This matters for long documents, large codebases, and extended conversation histories.

Compare

GLM 4.6 vs Llama 4 Maverick 17b 128e Instruct Fp8

Pricing is only the shared seller matrix below. Best rates and catalog map are separate sections, so no chart is embedded in pricing. Open the calculator for the same workload on each side.

Z Ai

Model

GLM 4.6

Tool calling

Best $0.400 in · $1.75 out

Context window 203K

Pricing

Llama 4 Maverick 17b 128e Instruct Fp8

Tool calling

Best $0.050 in · $0.100 out

Context window 1.0M

Pricing

Llama 4 Maverick 17b 128e Instruct Fp8 is cheaper across the board — 100% cheaper on input and 100% cheaper on output.

Estimate cost

Pricing matrix

Shared sellers only. Each row is a host that lists both models. Dollar amounts are per 1M tokens. Lowest in each pair of columns is emphasized.

Provider	GLM 4.6 in	GLM 4.6 out	Llama 4 Maverick 17b 128e Instruct Fp8 in	Llama 4 Maverick 17b 128e Instruct Fp8 out
Azure	N/A	N/A	$1.41	$0.350
Baseten	$0.600	$2.20	N/A	N/A
DeepInfra	N/A	N/A	$0.150	$0.600
Lambda	N/A	N/A	$0.050	$0.100
Meta	N/A	N/A	N/A	N/A
Novita	$0.550	$2.20	$0.270	$0.850
Openrouter	$0.400	$1.75	N/A	N/A
Together AI	$0.600	$2.20	$0.270	$0.850
Vercel Ai Gateway	$0.450	$1.80	N/A	N/A
Z Ai	$0.600	$2.20	N/A	N/A

Best listed rates (this pair)

Same "best row in current pricing" logic as model pages: a compact view of the lowest input and output we show for each side. This is not the seller matrix.

Catalog map · Z Ai · Meta

Each chart uses real catalog rows that include both list input and list output ($/1M). Larger green dots are the models on this comparison page; accent dots are other active models from that provider.

Z Ai · input vs output

Scatter chart: X = input $/M, Y = output $/M. This page's models are labeled on the green dots; hover others for detail.

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Meta · input vs output

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Specifications

Each column header is the full model name. Tint marks the favorable value where we compute a winner.

Spec

GLM 4.6

Llama 4 Maverick 17b 128e Instruct Fp8

Context window: 202,800 tokens; 1,048,576 tokens
Max output tokens: 131,000 tokens; 1,048,576 tokens
Vision: No; No
Function calling: Yes; Yes
Streaming: No; No
Release date: Sep 2025; N/A

Cost calculator

Same requests, input tokens, and output tokens for both columns. Pick the provider row that matches how you buy.

GLM 4.6

Llama 4 Maverick 17b 128e Instruct Fp8

Requests / day

Input tokens

Output tokens

GLM 4.6

Monthly

$383

Annual

$4.7K

Llama 4 Maverick 17b 128e Instruct Fp8

Monthly

$476

Annual

$5.8K

Save $93/month with GLM 4.6

When to pick which

Short takeaways: no cards, just the points. Validate with your own workloads.

Long-context tasks
Use Llama 4 Maverick 17b 128e Instruct Fp8. Its 1048K context window handles large codebases and documents better than 202K.
Long output (reports, code files)
Use Llama 4 Maverick 17b 128e Instruct Fp8. Its 1048K max output limit reduces the need to split requests.

Frequently asked questions

Llama 4 Maverick 17b 128e Instruct Fp8 is cheaper on both input and output tokens.

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