Gemma 4 26B A4B
A 25.2B-parameter MoE (3.8B active, 128 experts) in Google's Gemma 4 family, running near the speed of a 4B dense model. Apache 2.0 license.
- Params
- 25.2B, 3.8B active
- Context
- 256K tokens
- Cutoff
- Released
- License
- Apache 2.0
Hosted API price
Cheapest via Cloudflare · per 1M tokens
- Input
- $0.10 /1M
- Output
- $0.30 /1M
- Hosted by
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3 providers
Hosted API pricing
How we price
Order
Providers are listed cheapest input rate first, then by output rate, a tie going to the creator's own listing. A provider that lists the model without a published rate sits at the end.
Prices
Base-tier, on-demand rates in USD per 1M tokens, converted at ECB reference rates where a provider publishes in another currency. Cached-input and batch rates show only where a provider publishes them. "Cheapest" marks the one provider with the lowest input and output pair; a tie wears no badge.
Cost
Input rate times the input tokens plus output rate times the output tokens, at the monthly volume set above the table. Cached-input, batch, long-context and reasoning-token billing are not modelled.
Transparency and funding
- Affiliates: Affiliate links are marked. We may earn a commission if you click them, but commissions never affect the order.
Every provider serving Gemma 4 26B A4B, cheapest input first. Set your monthly volume to see what each would bill.
| Provider | Input /1M | Output /1M | Cost at 10M in + 2M out | Link |
|---|---|---|---|---|
|
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$0.10 | $0.30 | $1.60 | Visit website |
|
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$0.13 | $0.40 | $2.10 | Visit website |
|
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Open weights, no hosted price | Visit website | ||
Heads up: Base-tier, on-demand rates per 1M tokens; cached, batch and long-context tiers excluded. A provider may serve a shorter context or a quantized build than the creator's release. Verify before provisioning. More on how we price.
Estimated cost to self-host
Gemma 4 26B A4B needs about 24 GB of GPU memory at 4-bit with 32K context. The cheapest rental that fits is 4× GTX 1070 at about $144 a month.
That costs the same as roughly 1B tokens a month on Cloudflare's API. Self-hosting is more expensive below that volume.
| Precision | Memory | Cheapest fit (32K context) | Cost /mo | Break-even vs API |
|---|---|---|---|---|
| 4-bit INT4 / FP4 | 24 GB |
|
$144 | 1B tokens /mo |
| 8-bit FP8 / INT8 | 35 GB |
|
$202 | 2B tokens /mo |
| 16-bit FP16 / BF16 | 60 GB |
|
$403 | 3B tokens /mo |
Estimates based on median on-demand rates for Nvidia GPUs. Memory is weights plus KV cache for one request, using FP8 KV cache where supported and FP16/BF16 otherwise. KV cache assumed at 250 KB per token, a conservative default. Break-even assumes a 5:1 input-to-output ratio. No guarantee of runtime support, usable performance, or that a matching quantized build exists. Pricing methodology.
Similarly priced models
The models nearest Gemma 4 26B A4B by blended rate, each at its own cheapest provider.
| Model | Blended /1M | Input /1M | Output /1M | Context | Cutoff | vs Gemma 4 26B A4B |
|---|---|---|---|---|---|---|
|
|
$0.1042 | $0.075 | $0.25 | 1M | −22% | |
|
|
$0.1083 | $0.05 | $0.40 | 400K | May 2024 | −19% |
|
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$0.124 | $0.057 | $0.459 | 262K | −7% | |
|
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$0.1283 | $0.07 | $0.42 | 262K | −4% | |
|
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$0.1333 | $0.10 | $0.30 | 128K | Aug 2024 | 0% |
|
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$0.1333 | $0.10 | $0.30 | 256K | Jan 2025 | |
|
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$0.1333 | $0.10 | $0.30 | 33K | 0% | |
|
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$0.15 | $0.10 | $0.40 | 1M | Jan 2025 | +13% |
|
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$0.15 | $0.10 | $0.40 | 1M | Jun 2024 | +13% |
|
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$0.15 | $0.15 | $0.15 | 256K | +13% | |
|
|
$0.15 | $0.10 | $0.40 | 1M | +13% |
USD per 1M tokens at each model's cheapest listed provider. Blended is the cost of 10M input plus 2M output tokens, spread over the 12M.
Capabilities
What Gemma 4 26B A4B accepts and can do, as published by Google Cloud.
- Text Accepts and generates natural-language text.
- Image Accepts images as input alongside text.
- Reasoning Thinks before it answers, always on or as a switchable mode.
- Function calling Connect to external tools, APIs, and systems.
- Structured output Return responses in structured formats like JSON.
Common questions
What is Gemma 4 26B A4B good for?
Self-hosted text and image work at near the speed of a 4B dense model, from a mixture of experts that activates 3.8B parameters per token. Apache 2.0 weights, on a single consumer GPU.
When is Gemma 4 26B A4B not a good fit?
Audio or video input, and hosted tools like web search or code execution. Memory follows the full 25.2B parameters, not the 3.8B active, and no maximum output is published.
What is the cheapest way to run Gemma 4 26B A4B?
Hosted, unless you push serious volume. Cloudflare charges $0.10 in / $0.30 out per 1M tokens. The cheapest rental that fits is 4x GTX 1070 at $144 a month, which costs the same as about 1B tokens a month on that API.
Can I self-host Gemma 4 26B A4B?
Yes. The weights are Apache 2.0 licensed. At 4-bit it needs about 24 GB of GPU memory, which starts at roughly $144 a month on the cheapest rental that fits.
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