Ling 3.1 Flash 1019 vs Inkling 2 Small

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

Ling 3.1 Flash 1019
Inkling 2 Small

At a glance

Generated from the rows below

Choose Ling 3.1 Flash 1019 for

  • The lowest cost per typical request ($0.0011)

Choose Inkling 2 Small for

  • The only one that takes images

Overview

Context window
1Mtokens
1Mtokens
Max output
262Ktokens
Not published
Takes
Text
Text, Image
Returns
Text
Text
Routes on Phaseo
1 provider
1 provider
Released
29 Oct 2026
5 Nov 2026

Pricing

Prices on the route and tier chosen under each model

NovitaAI · StandardThinking Machines · Standard
Input
$0.30/ 1M tokens
$0.30/ 1M tokens
Output
$0.90/ 1M tokens (best)
$1.00/ 1M tokens
Cache read
$0.06/ 1M tokens
$0.03/ 1M tokens (best)
Typical request2K tokens in, 500 out
$0.0011 (best)
$0.0011

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
Inkling 2 SmallThinking Machines · Standard$0.0011$33.00

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
Not listed
Structured outputs
Not listed
Not listed
Reasoning effort
Yes
Not listed
Web search
Not listed
Not listed
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
Inkling 2 Small30.6

Where they rank

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

Artificial Analysis Intelligence Index54 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. #22Inkling 2 Small30.6
  7. #24Ling 3.1 Flash 101929.6
Cost
$2,009
$791.81 (best)

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
—
—
$0.30 in · $1.00 out262K context

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
Proprietary
Subscription plans
None mapped
None mapped
API docs
Not published
Not published

Ling 3.1 Flash 1019 vs Inkling 2 Small: side-by-side summary

Ling 3.1 Flash 1019 and Inkling 2 Small are both available through the Phaseo API, so switching between them is a change of model id rather than a new integration.

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.

Inkling 2 Small is from Thinking Machines Lab. It has a 1,000,000-token context window. On its cheapest route it costs $0.30 per 1M input tokens and $1.00 per 1M output tokens.

Ling 3.1 Flash 1019 model details, providers and pricingInkling 2 Small model details, providers and pricing

Ling 3.1 Flash 1019 vs Inkling 2 Small at a glance

Ling 3.1 Flash 1019 and Inkling 2 Small compared on price, context window and benchmark score
AttributeLing 3.1 Flash 1019Inkling 2 Small
LabInclusion AIThinking Machines Lab
Input price per 1M tokens$0.30$0.30
Output price per 1M tokens$0.90$1.00
Context window1,000,000 tokens1,000,000 tokens
Max output262,144 tokensNot listed
Artificial Analysis Intelligence Index29.6 (#24)30.6 (#22)

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 Inkling 2 Small?

Ling 3.1 Flash 1019 is cheaper for output tokens; input tokens cost the same. Ling 3.1 Flash 1019 costs $0.30 per 1M input tokens and $0.90 per 1M output tokens; Inkling 2 Small costs $0.30 and $1.00, each on its cheapest standard route on Phaseo.

Which has the longer context window, Ling 3.1 Flash 1019 or Inkling 2 Small?

Both have a 1,000,000-token context window.

Which scores higher on the Artificial Analysis Intelligence Index, Ling 3.1 Flash 1019 or Inkling 2 Small?

Inkling 2 Small scores higher on the Artificial Analysis Intelligence Index. Inkling 2 Small scores 30.6, ranked #22 of 54. Ling 3.1 Flash 1019 scores 29.6, ranked #24 of 54.

Can I use Ling 3.1 Flash 1019 and Inkling 2 Small 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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