Ling 3.1 Flash 1019 vs Qwen 3.8 Flash Next

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

Ling 3.1 Flash 1019
Qwen 3.8 Flash Next

At a glance

Generated from the rows below

Choose Ling 3.1 Flash 1019 for

No clear lead on the rows below.

Choose Qwen 3.8 Flash Next for

  • The lowest cost per typical request ($0.0004)
  • The largest context window: 1,048,576 tokens
  • The only one that takes images

Overview

Context window
1Mtokens
1.05Mtokens (best)
Max output
262Ktokens
Not published
Takes
Text
Text, Image
Returns
Text
Text
Routes on Phaseo
1 provider
None
Released
29 Oct 2026
26 Aug 2026

Pricing

Prices on the route and tier chosen under each model

NovitaAI · StandardRunInfra listing, not routed by Phaseo · Standard
Input
$0.30/ 1M tokens
$0.12/ 1M tokens (best)
Output
$0.90/ 1M tokens
$0.40/ 1M tokens (best)
Cache read
$0.06/ 1M tokens
$0.01/ 1M tokens (best)
Typical request2K tokens in, 500 out
$0.0011
$0.0004 (best)

What will it cost?

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

ModelPer requestPer month
Ling 3.1 Flash 1019NovitaAI · Standard$0.0011$31.50
Qwen 3.8 Flash NextRunInfra · Standard$0.0004$13.20

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
No route data
Structured outputs
Not listed
No route data
Reasoning effort
Yes
No route data
Web search
Not listed
No route data
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

Artificial Analysis Intelligence Index Independent

Higher is better · each model’s best reported variant

Ling 3.1 Flash 101929.6
Qwen 3.8 Flash Next28.6

Where they rank

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

Artificial Analysis Intelligence Index60 models ranked

  1. #1Claude Fable 5.264.6
  2. #2Claude Opus 5.559.1
  3. #3GPT-6 Astra56.9
  4. #4GPT-6.1 Sol54.6
  5. #5Claude Sonnet 5.554.5
  6. #26Ling 3.1 Flash 101929.6
  7. #28Qwen 3.8 Flash Next28.6

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. #17Qwen 3.8 Flash Next73.1

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
Cost
$2,009
$390.27 (best)
General

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.

$0.30 in · $0.90 out1M context
—
Also listed, not routed
—
1 provider

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

Details

Knowledge cutoff
Not published
Not published
Status
Available
Available
Licence
MIT
Qwen Community License 1.0
Subscription plans
None mapped
None mapped
API docs
Not published
Not published

Ling 3.1 Flash 1019 vs Qwen 3.8 Flash Next: side-by-side summary

Ling 3.1 Flash 1019 is from Inclusion AI. It has a 1,000,000-token context window. On its cheapest route it costs $0.30 per 1M input tokens and $0.90 per 1M output tokens.

Qwen 3.8 Flash Next is from Qwen. It has a 1,048,576-token context window. On its cheapest route it costs $0.12 per 1M input tokens and $0.40 per 1M output tokens.

Ling 3.1 Flash 1019 model details, providers and pricingQwen 3.8 Flash Next model details, providers and pricing

Ling 3.1 Flash 1019 vs Qwen 3.8 Flash Next at a glance

Ling 3.1 Flash 1019 and Qwen 3.8 Flash Next compared on price, context window and benchmark score
AttributeLing 3.1 Flash 1019Qwen 3.8 Flash Next
LabInclusion AIQwen
Input price per 1M tokens$0.30$0.12
Output price per 1M tokens$0.90$0.40
Context window1,000,000 tokens1,048,576 tokens
Max output262,144 tokensNot listed
Artificial Analysis Intelligence Index29.6 (#26)28.6 (#28)

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, Ling 3.1 Flash 1019 or Qwen 3.8 Flash Next?

Qwen 3.8 Flash Next is cheaper for both input and output tokens. Ling 3.1 Flash 1019 costs $0.30 per 1M input tokens and $0.90 per 1M output tokens; Qwen 3.8 Flash Next costs $0.12 and $0.40, each on its cheapest standard route on Phaseo.

Which has the longer context window, Ling 3.1 Flash 1019 or Qwen 3.8 Flash Next?

Qwen 3.8 Flash Next has the longer context window at 1,048,576 tokens, compared with 1,000,000 tokens for Ling 3.1 Flash 1019.

Which scores higher on the Artificial Analysis Intelligence Index, Ling 3.1 Flash 1019 or Qwen 3.8 Flash Next?

Ling 3.1 Flash 1019 scores higher on the Artificial Analysis Intelligence Index. Ling 3.1 Flash 1019 scores 29.6, ranked #26 of 60. Qwen 3.8 Flash Next scores 28.6, ranked #28 of 60.

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