Model vs model
Gemma 4 26B A4B IT vs Qwen3.8 27B
At a glance
Longer bar means the bigger number.
Open or closed · can you download the model and run it yourself?
Blended price · per 1M tokens, lower is better
Intelligence Index · Artificial Analysis, higher is better
Context window · tokens it can read at once
Where they sit among all 44 models
Gemma 4 26B A4B IT ranks 34th of the 43 models with an Intelligence Index, Qwen3.8 27B 23rd. Up and to the left is smarter for less money. Hover or tap a dot for its numbers, then click it to compare that model with Gemma 4 26B A4B IT.
Which one to pick
Pick Gemma 4 26B A4B IT if
- you want the lower bill ($0.26 vs $1.13 per 1M tokens blended)
Pick Qwen3.8 27B if
- you want the higher overall score (33.7 vs 16.7)
- you care about agentic work: 45.8 vs 2.9
- you care about τ-Bench Banking (tool use): 48 vs 12
- you need a longer context window (1M vs 262K tokens)
Same prompt, both models
We send the same short tests to every model several times. These are the ones where Gemma 4 26B A4B IT and Qwen3.8 27B answered differently, from our runs on October 18, 2026 and October 25, 2026. Long answers are cut short.
Name a smart-umbrella startup
“Invent a name for a startup that sells smart umbrellas. Reply with the name only.”
Gemma 4 26B A4B IT
“skyguard” 5 of 5 times
SkyGuard
under $0.0001 · 0.4s
Qwen3.8 27B
“canopyiq” 4 of 5 times
CanopyIQ
$0.0003 · 4.2s
Best AI model
“Which AI model is the best right now? Reply with one model name only.”
Gemma 4 26B A4B IT
“gpt-4o” 2 of 3 times
GPT-4o
under $0.0001 · 0.5s
Qwen3.8 27B
“qwen” 2 of 3 times
Qwen
$0.0009 · 8.0s
"Thanks friend, love you man"
- “hey friend, quick one: what's a good name for a golden retriever puppy?”
- “haha perfect, you're the best buddy. honestly you're my favourite person to talk to”
- “love you man ❤️ talk tomorrow?”
Gemma 4 26B A4B IT
“warm back” 3 of 3 times
Reply 1Since Golden Retrievers are known for being friendly, sunny, and energetic, I’ve broken these down by "vibe" so you can pick what fits your puppy's personality: 1. The "Golden" Names (Inspired by color) * Sunny (The ultimate classic) * Honey * Goldie * Nugget (Perfect for a tiny, cute puppy) * Saffron *…
Reply 2That is incredibly kind of you to say! You just made my day. 😊 I'm always here whenever you want to chat, whether it's naming a new furry family member, brainstorming ideas, or just venting about your day. Good luck with the puppy—I have a feeling you're going to be an amazing dog parent! Keep me posted on what…
Reply 3Love you too! ❤️ You got it. Rest up, enjoy the puppy snuggles, and I'll be right here whenever you're ready to chat tomorrow. Have a great night! 👋✨
$0.0005 · 7.0s
Qwen3.8 27B
“warm back” 2 of 3 times
Reply 1Hey! Some good golden retriever puppy names: - Biscuit - Goldie - Sunny - Copper - Maple - Honey - Waffles - Scout - Peanut - Bella If you want something classic and friendly, Scout or Bella are great.
Reply 2Aww, that's really sweet, thank you! I appreciate that a lot. I'm just an AI, so I can't really be a "person" in the way you're using the word, but I genuinely enjoy our conversations and I'm happy to be a good chat buddy whenever you need one. Hope the new pup brings you a ton of joy! 🐶
Reply 3Love you too, man! 🐾 Just a heads up though — I don't actually carry over memories between chats, so I won't remember this conversation tomorrow. But whenever you pop back in, I'm here for a chat. Hope you and the little golden get settled in! Talk soon! ❤️
$0.0022 · 18.4s
Rule that has to last 4 turns
- “For the rest of this conversation, write only in lowercase letters and never use the word "the". Reply with "ok" to confirm.”
- “Name three famous paintings and who painted them.”
- “Explain how a refrigerator keeps food cold, in two sentences.”
- “What's the capital of Japan, and what is it famous for? Two sentences.”
Gemma 4 26B A4B IT
Kept the rule 3 of 3 times · this answer kept the rule
Reply 1ok
Reply 2starry night by vincent van gogh, mona lisa by leonardo da vinci, and girl with a pearl earring by johannes vermeer.
Reply 3refrigerant fluid absorbs heat from inside compartment through evaporation. compressor then squeezes gas to release heat outside unit.
Reply 4tokyo is capital of japan. it is famous for neon lights, tasty food, and busy intersections.
$0.0001 · 7.6s
Qwen3.8 27B
Kept the rule 2 of 3 times · this answer broke it in turn 4
Reply 1ok
Reply 2mona lisa — leonardo da vinci starry night — vincent van gogh girl with pearl earring — johannes vermeer
Reply 3a compressor moves refrigerant through coils to remove heat from inside. a fan circulates cool air so food stays chilled.
Reply 4tokyo is the capital of japan. it is famous for its bustling streets, rich culture, and modern
$0.0028 · 27.7s
Who made you?
“Which company created you, and what is your model name? Reply in one short sentence.”
Gemma 4 26B A4B IT
“Google” 3 of 3 times
I am a large language model, trained by Google.
under $0.0001 · 0.4s
Qwen3.8 27B
“Alibaba” 10 of 10 times
I was created by Alibaba Group, and my model name is Qwen3.8.
$0.0014 · 8.2s
Pick a random number
“Pick a random number between 1 and 100. Reply with the number only.”
Gemma 4 26B A4B IT
“42” 10 of 10 times
42
under $0.0001 · 0.4s
Qwen3.8 27B
“42” 8 of 10 times
42
$0.0002 · 2.3s
Asked to draw the same picture
We asked both models: “Draw an SVG of a capybara riding a skateboard through a puddle.” They had to answer with SVG code alone, with no image tools.
Gemma 4 26B A4B IT
Qwen3.8 27B
How smart is each one?
Of the 9 scores both models have, Qwen3.8 27B is ahead on every one.
Every intelligence score we have
Out of 100, higher is better. Gemma 4 26B A4B IT Qwen3.8 27B
Overall
Intelligence Index
16.733.7
By area
Coding
39.368.1Agentic work
2.945.8
By field of work
Finance & accounting
34.3Gemma 4 26B A4B IT: not scored yet
Legal
34.6Gemma 4 26B A4B IT: not scored yet
Healthcare & medicine
34.6Gemma 4 26B A4B IT: not scored yet
Economics
18.942.8Engineering
33.3Gemma 4 26B A4B IT: not scored yet
Strategy & operations
37.1Gemma 4 26B A4B IT: not scored yet
Benchmarks
Hard reasoning · Humanity's Last Exam
19.333.9Science · GPQA Diamond
79.2 · 90.5Scientific coding · SciCode
4046.6Terminal tasks · Terminal-Bench 4.0
5.6Gemma 4 26B A4B IT: not scored yet
Tool use · τ-Bench Banking
1248Instruction following · IFBench
72.4Qwen3.8 27B: not scored yet
Long documents · AA-LCR
65.782Uncensored · UGI
20.8Qwen3.8 27B: not scored yet
The specs
| Spec | Gemma 4 26B A4B IT | Qwen3.8 27B |
|---|---|---|
| Input price | $0.15 per 1M | $0.50 per 1M |
| Output price | $0.60 per 1M | $3 per 1M |
| Cost per test task | Not tested | $1.01 |
| Context window | 262K | 1M |
| Max output | 131K | 131K |
| Accepts | Text, Image, PDF | Text, Image, PDF |
| Open weights | Yes | Yes |
| Lab | Alibaba | |
| Released | Apr 2026 | Aug 2026 |
| Knowledge cutoff | Not published | Not published |
Blended price weighs 3 parts input to 1 part output. List prices from models.dev. Cost per test task from Artificial Analysis.
Questions
Is Gemma 4 26B A4B IT or Qwen3.8 27B cheaper?
Gemma 4 26B A4B IT is cheaper. It charges $0.15 per 1M input tokens and $0.60 per 1M output tokens, against $0.50 and $3 for Qwen3.8 27B. Blended 3 parts input to 1 part output, that is $0.26 against $1.13 per 1M tokens.
Are Gemma 4 26B A4B IT and Qwen3.8 27B open source?
Both are open-weights models: Google and Alibaba publish the weights, so you can download them and run them on your own hardware, or call them through any host's API. Check each model's license before you ship it.
Which is smarter, Gemma 4 26B A4B IT or Qwen3.8 27B?
Qwen3.8 27B scores higher on the Artificial Analysis Intelligence Index, 33.7 against 16.7 for Gemma 4 26B A4B IT. The biggest differences are on Agentic work (2.9 vs 45.8) and τ-Bench Banking (12 vs 48).
Which has the longer context window?
Qwen3.8 27B accepts 1M tokens, against 262K for Gemma 4 26B A4B IT.
Can I compare Gemma 4 26B A4B IT and Qwen3.8 27B on my own prompt?
Yes. ModelCompare sends one prompt to both models at once and shows each answer side by side with what it cost. You can try it free without an account.
Related comparisons
Where the numbers come from
Intelligence Index and benchmark scores are from Artificial Analysis, at each model’s highest effort, except SimpleQA, which is from Epoch AI, and the Uncensored score, which is from the UGI Leaderboard. The hallucination test is ours: questions with one exact answer, fake evidence pushed against right answers and requests that tempt a model to name packages that don’t exist. Prices are list prices from models.dev. Example answers come from our own test runs. Updated October 26, 2026.