GPT 5.6 Luna vs Qwen 3.8 27B

Pick a route and service tier under each model. Prices, the calculator and the verdicts follow your choice.

GPT 5.6 Luna
Qwen 3.8 27B

At a glance

Generated from the rows below

Choose GPT 5.6 Luna for

  • The highest Epoch Capabilities Index (156.8)
  • The largest context window: 1,050,000 tokens

Choose Qwen 3.8 27B for

  • The lowest cost per typical request ($0.0006)
  • The only one that takes video
  • The longest output: 131,072 tokens

Overview

Context window
1.05Mtokens (best)
262Ktokens
Max output
128Ktokens
131Ktokens (best)from provider listings
Takes
Text, Image
Text, Image, Video
Returns
Text
Text
Routes on Phaseo
7 providers
13 providers
+5
(best)
Released
9 Jul 2026
14 Aug 2026

Pricing

Prices on the route and tier chosen under each model

OpenAI · StandardEmpirioLabs AI · Standard
Input
from $0.20/ 1M tokensInput ≤ 272K$0.20Input > 272K$0.40
$0.17/ 1M tokens
Output
from $1.20/ 1M tokensInput ≤ 272K$1.20Input > 272K$1.80
$0.50/ 1M tokens
Cache read
from $0.02/ 1M tokensInput ≤ 272K$0.02Input > 272K$0.04
$0.08/ 1M tokens
Cache write
from $0.25/ 1M tokensInput ≤ 272K$0.25Input > 272K$0.50
No write fee listed
Typical request2K tokens in, 500 out
$0.001
$0.0006 (best)

What will it cost?

Estimate a month of requests on the route and tier chosen for each model

ModelPer requestPer month
GPT 5.6 LunaOpenAI · Standard$0.001$30.00
Qwen 3.8 27BEmpirioLabs AI · Standard$0.0006$17.70

Uses the route and tier chosen under each model, over 30 days. Cached input is billed at the cache-read rate.

Performance

Live gateway traffic

Latency p50
No traffic in the last 5 days
No traffic in the last 5 days
Throughput p50
No traffic in the last 5 days
No traffic in the last 5 days
Requests, last 24 hours
None in the last 24 hours
None in the last 24 hours

Activity

Tokens sent through Phaseo each day over the last 30 days

None of these models has had traffic through Phaseo in the last 30 days.

Features

Features from the parameters Phaseo routes support

Tool calling
Yes
Yes
Structured outputs
Yes
Yes
Reasoning effort
Yes
Yes
Web search
Yes
Yes
Prompt cachingon the chosen route
Yes
Yes
Quantisationon the chosen route
Not stated
Not stated

Benchmarks

Only results that two or more of the selected models report get a row

Compare at effort

Epoch Capabilities Index Independent

Higher is better · dot is the estimate, band is the 95% confidence interval · Epoch AI, CC BY 4.0

GPT 5.6 Luna156.8 95% CI 154.9–158.8
Qwen 3.8 27B152.7 95% CI 150.8–154.8

Artificial Analysis Intelligence Index Independent

Higher is better · at Extra high effort · 2 of 2 models tested

GPT 5.6 Luna34.6
Qwen 3.8 27B33.7

Where they rank

The five leaders on each capability index, then the compared models. Each model at its best-scoring setting.

Artificial Analysis Intelligence Index50 models ranked

  1. #1Claude Opus 5.559.1
  2. #2GPT-6 Astra56.9
  3. #3GPT-6.1 Sol54.6
  4. #4Claude Sonnet 5.554.5
  5. #5GPT-6.1 Terra51.3
  6. #31GPT 5.6 Luna23.8
  7. #33Qwen 3.8 27B20.1

Artificial Analysis Coding Index171 models ranked

  1. #1Claude Fable 5.181.6
  2. #2GPT 5.6 Sol78.3
  3. #3Claude Opus 578.0
  4. #4GPT-6 Astra77.1
  5. #5Grok 4.676.8
  6. #24GPT 5.6 Luna71.4
  7. #33Qwen 3.8 27B68.1

Artificial Analysis Agentic Index112 models ranked

  1. #1Claude Fable 5.157.9
  2. #2Claude Opus 556.5
  3. #3Qwen 3.8 Max 090256.0
  4. #4Muse Spark 1.355.5
  5. #5Qwen 3.8 Flash Next53.6
  6. #16Qwen 3.8 27B45.8
  7. #20GPT 5.6 Luna42.1

Epoch Capabilities Index164 models ranked

  1. #1GPT-6 Astra169.1
  2. #2Claude Opus 5.5168.4
  3. #3GPT-6.1 Terra168.1
  4. #4GPT-6.1 Sol167.8
  5. #5Claude Sonnet 5.5166.7
  6. #29GPT 5.6 Luna156.7
  7. #53Qwen 3.8 27B151.8
Agentic
Artificial Analysis Agentic Indexmatched by effort level
38.7
45.8 (best)
Coding
Artificial Analysis Coding Indexmatched by effort level
68.6 (best)
68.1
Cost
Artificial Analysis Evaluation Cost (USD)matched by effort level · lower is better
$179.33 (best)
$1,459
Artificial Analysis Evaluation Cost (USD)matched by effort level · lower is better
Not tested at this effort
$2,390
General
Not tested at this effort
20.1
305.8 (best)
303.1

Lab-reported results come from each lab’s own launch materials and may use different settings, so none is marked best. Independent results come from third-party evaluators.

Providers

Where each model runs on Phaseo, with standard-tier prices per 1M tokens. Providers that serve more of these models come first.

$0.20 in · $1.20 out (best)from $10.00 per 1K requests Web search1M context
$0.45 in · $3.20 out$10.00 per 1K requests Web search262K context
—
$0.17 in · $0.50 out262K context
$0.20 in · $1.20 out$10.00 per 1K requests Native web search requests1.05M context · Standard, Batch, Flex, Priority
—
—
$0.225 in · $1.98 out262K context
$0.20 in · $1.20 out1.05M context
—
$0.20 in · $1.20 out1.05M context
—
—
$0.06 in · $2.30 out262K context
—
$0.99 in · $1.49 out65.5K context
$0.20 in · $1.20 out1.05M context
—
—
$0.20 in · $2.50 out262K context
Also listed, not routed
17 providers
14 providers

To price the whole page on one of these providers, pick it under the model’s name at the top.

Details

Knowledge cutoff
Feb 2026
Not published
Status
Available
Available
Licence
Proprietary
Apache 2.0
Subscription plans
21 plansChatGPT Business, ChatGPT Business Codex, ChatGPT Business Premium…
None mapped
API docs
Not published

GPT 5.6 Luna vs Qwen 3.8 27B: side-by-side summary

GPT 5.6 Luna and Qwen 3.8 27B are both available through the Phaseo API, so switching between them is a change of model id rather than a new integration.

GPT 5.6 Luna is from OpenAI. It has a 1,050,000-token context window. On its cheapest route it costs $0.20 per 1M input tokens and $1.20 per 1M output tokens.

Qwen 3.8 27B is from Qwen. It has a 262,144-token context window. On its cheapest route it costs $0.17 per 1M input tokens and $0.50 per 1M output tokens.

GPT 5.6 Luna model details, providers and pricingQwen 3.8 27B model details, providers and pricing

GPT 5.6 Luna vs Qwen 3.8 27B at a glance

GPT 5.6 Luna and Qwen 3.8 27B compared on price, context window and benchmark score
AttributeGPT 5.6 LunaQwen 3.8 27B
LabOpenAIQwen
Input price per 1M tokens$0.20$0.17
Output price per 1M tokens$1.20$0.50
Context window1,050,000 tokens262,144 tokens
Max output128,000 tokens131,072 tokens
Artificial Analysis Intelligence Index23.8 (#31)20.1 (#33)

Prices are each model's cheapest standard route on Phaseo. Benchmark ranks use each model's best-scoring evaluated setting.

Frequently asked questions

Which is cheaper, GPT 5.6 Luna or Qwen 3.8 27B?

Qwen 3.8 27B is cheaper for both input and output tokens. GPT 5.6 Luna costs $0.20 per 1M input tokens and $1.20 per 1M output tokens; Qwen 3.8 27B costs $0.17 and $0.50, each on its cheapest standard route on Phaseo.

Which has the longer context window, GPT 5.6 Luna or Qwen 3.8 27B?

GPT 5.6 Luna has the longer context window at 1,050,000 tokens, compared with 262,144 tokens for Qwen 3.8 27B.

Which scores higher on the Artificial Analysis Intelligence Index, GPT 5.6 Luna or Qwen 3.8 27B?

GPT 5.6 Luna scores higher on the Artificial Analysis Intelligence Index. GPT 5.6 Luna scores 23.8, ranked #31 of 50. Qwen 3.8 27B scores 20.1, ranked #33 of 50.

Can I use GPT 5.6 Luna and Qwen 3.8 27B through one API?

Yes. Both are served through the Phaseo API, so you can switch between them by changing the model id.

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