- Score
- 6.2 (+0.10 points)
- Total Cost (Current Price)
- $0.090 · 69.4% cheaper
- Response Time (avg)
- 3.60s · 32.0% faster
Thinkingmachines
Release: 2026-07-18
Tested on: 2026-10-01 03:32
thinkingmachines/inkling::none
975B total (41B active)MoEOpen source
Summary
Inkling scores 6.1 on AI BENCHY and ranks #264. It has 10.0 reliability, a 31.9% pass rate, $0.292 total cost, and 5.30s average response time.
What makes Inkling unique: It stands out most in Agentic, where it ranks #1, while Tool Calling is its weakest area at #14. It is notably fast compared with similar models.
Recommended alternatives
We recommend choosing one of these models instead:
- Score
- 6.6 (+0.49 points)
- Total Cost (Current Price)
- $0.121 · 58.9% cheaper
- Response Time (avg)
- 4.40s · 17.0% faster
- Score
- 5.9 (-0.15 points)
- Total Cost (Current Price)
- $0.080 · 72.9% cheaper
- Response Time (avg)
- 3.95s · 25.6% faster
Model facts
Researched on 2026-08-12
- Parameters
- 975B total (41B active)
- Architecture
- MoE
- Availability
- Open source
- License
- Apache-2.0
6.1
Consistency
9.6
10.0
Total Output Tokens
16,536
Total Input Tokens
236,599
Input Price
$0.950 / 1M
Output Price
$4.050 / 1M
Cache Read Price
$0.160 / 1M
Cache Write Price
N/A
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Flaky tests
1
Flaky tests had mixed outcomes across runs (at least one pass and one fail).
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#264 Thinking Machines: Inkling
none
Provider returned error
- Cost
- $0.000
- Time
- 5.3s
- Tokens
- 0 tok
Run history
| Tested on | Score | Reliability | Tests Correct | Total Cost | Compare |
|---|---|---|---|---|---|
| 2026-10-01 03:32 Re-test | 6.1 | 10.0 | $0.292 ↓ | Current run | |
| 2026-07-18 15:45 Initial run | 5.2 | 9.9 | $0.147 | Compare |
This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.
Price History
Historical pricing data for this model from OpenRouter.
| Date | Input Price | Output Price | Cache Read Price | Cache Write Price |
|---|---|---|---|---|
| 2026-07-18 15:56 | $1.000 / 1M | $4.050 / 1M | N/A | N/A |
| 2026-08-14 12:51 | $0.950 / 1M | $4.050 / 1M | N/A | N/A |
| 2026-10-02 09:43 | $0.950 / 1M | $4.050 / 1M | $0.160 / 1M | N/A |
Charts
Choose the first model, then click a second model to open a side-by-side page.
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
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Category Breakdown
| Category | Score | Consistency | Tests Correct |
|---|---|---|---|
| Agentic | 10.0 | 10.0 | |
| Anti-AI Tricks | 4.8 | 10.0 | |
| Coding | 4.5 | 10.0 | |
| Combined | 2.9 | 5.8 | |
| Data parsing and extraction | 10.0 | 10.0 | |
| Domain specific | 5.3 | 10.0 | |
| General Intelligence | 5.0 | 10.0 | |
| Instructions following | 6.3 | 10.0 | |
| Puzzle Solving | 5.6 | 9.9 | |
| Tool Calling | 3.0 | 10.0 | |
| Trivia | 3.0 | 10.0 |