vs
0:6
overall capability wins (0 ties across 6 scored). Inkling-Small leads overall.
- Reasoning0:3
- Coding0:1
- Specs0:2
Verdict
Inkling-Small leads coding (widest gap: +11.6 on SciCode); Inkling-Small offers ~4.0x larger context (1.0M vs 262K).
- Inkling-Small leads coding (widest gap: +11.6 on SciCode)
- Inkling-Small offers ~4.0x larger context (1.0M vs 262K)
Cost for 1M in + 250K out
Illustrative chat workload at primary-provider list prices.
- Agnes-3.0-Flash Preview
- -
- Inkling-Small
- $0.94
Price per 1M tokens
Full comparison
Organization
Agnes AI
Thinking Machines
Family
Other
Other
License
Apache 2.0
Apache 2.0
Open weights
Yes
Yes
Release
Sep 13, 2026
Jul 30, 2026
Knowledge cutoff
-
-
API / provider
No primary API price listed
Tinker (ref.)
Modalities
text, image, video → text
text, image, audio → text
Specs
Context window
262K
1.0M
Max output
-
131K
Parameters
33B
276B (12B act.)
Pricing
Input $/1M
—
$0.58
Output $/1M
—
$1.44
Blended $/1M (3∶1)
-
$0.79
Speed
tok/s
-
85
TTFT (s)
-
0.35
Reasoning
MMLU-Pro
—
—
GPQA Diamond
85.0
89.5
Humanity's Last Exam
—
33.3
AIME 2025
—
—
MATH-500
—
—
Humanity's Last Exam (with tools)
—
—
AA-Omniscience Accuracy
23.0
33.2
AA-LCR v1.1
68.3
75.7
CritPt
—
8.3
MMMU-Pro
—
74.0
IFBench
74.2
—
Chartography
—
—
Chartography (With Tools)
—
—
Coding
SWE-bench Verified
—
80.2
SWE-bench Pro
—
55.9
SWE-bench Multilingual
—
—
LiveCodeBench
—
—
Terminal-Bench 2.1
—
55.1
Aider Polyglot
—
—
Terminal-Bench 3
—
—
BigCodeBench
—
—
SciCode
38.1
49.7
CursorBench
—
—
SWE-Rebench
—
—
NL2Repo-Bench
—
—
DeepSWE
—
—
WebDev Arena
—
1,407
Terminal-Bench 4.0
—
—
CursorBench 4.0
—
—
FrontierCode v1.1 (Main)
—
—
Arena
LMArena Elo
—
1,405
| Metric | Agnes-3.0-Flash Preview | Inkling-Small | Delta |
|---|---|---|---|
| Identity | |||
| Organization | Agnes AI | Thinking Machines | — |
| Family | Other | Other | — |
| License | Apache 2.0 | Apache 2.0 | — |
| Open weights | Yes | Yes | — |
| Release | Sep 13, 2026 | Jul 30, 2026 | — |
| Knowledge cutoff | - | - | — |
| API / provider | No primary API price listed | Tinker (ref.) | — |
| Modalities | text, image, video → text | text, image, audio → text | — |
| Specs | |||
| Context window | 262K | 1.0M | B +786K |
| Max output | - | 131K | — |
| Parameters | 33B | 276B (12B act.) | B +243 |
| Pricing | |||
| Input $/1M | — | $0.58 | — |
| Output $/1M | — | $1.44 | — |
| Blended $/1M (3∶1) | - | $0.79 | — |
| Speed | |||
| tok/s | - | 85 | — |
| TTFT (s) | - | 0.35 | — |
| Reasoning | |||
| MMLU-Pro | — | — | — |
| GPQA Diamond | 85.0 | 89.5 | B +4.5 pts |
| Humanity's Last Exam | — | 33.3 | — |
| AIME 2025 | — | — | — |
| MATH-500 | — | — | — |
| Humanity's Last Exam (with tools) | — | — | — |
| AA-Omniscience Accuracy | 23.0 | 33.2 | B +10.2 pts |
| AA-LCR v1.1 | 68.3 | 75.7 | B +7.4 pts |
| CritPt | — | 8.3 | — |
| MMMU-Pro | — | 74.0 | — |
| IFBench | 74.2 | — | — |
| Chartography | — | — | — |
| Chartography (With Tools) | — | — | — |
| Coding | |||
| SWE-bench Verified | — | 80.2 | — |
| SWE-bench Pro | — | 55.9 | — |
| SWE-bench Multilingual | — | — | — |
| LiveCodeBench | — | — | — |
| Terminal-Bench 2.1 | — | 55.1 | — |
| Aider Polyglot | — | — | — |
| Terminal-Bench 3 | — | — | — |
| BigCodeBench | — | — | — |
| SciCode | 38.1 | 49.7 | B +11.6 pts |
| CursorBench | — | — | — |
| SWE-Rebench | — | — | — |
| NL2Repo-Bench | — | — | — |
| DeepSWE | — | — | — |
| WebDev Arena | — | 1,407 | — |
| Terminal-Bench 4.0 | — | — | — |
| CursorBench 4.0 | — | — | — |
| FrontierCode v1.1 (Main) | — | — | — |
| Arena | |||
| LMArena Elo | — | 1,405 | — |
Agnes-3.0-Flash Preview
- Context
- 262K
- Parameters
- 33B
- Price
- —
- Speed
- —
- Modalities
- text, image, video → text
- License
- Apache 2.0
Agnes AI's (Sapiens AI, Singapore) first open-weight release: a 33B-parameter hybrid-attention model (54 gated delta-rule recurrent layers alternating with 18 global-attention layers, 3:1) under Apache 2.0, with a 262K-token context window and text/image/video input. This open-weight Preview checkpoint is distinct from Agnes AI's production "Agnes 3.0 Flash" API model, which runs a different checkpoint and is not open-weight; the two should not be conflated.
Inkling-Small
- Context
- 1.0M / 131K out
- Parameters
- 276B (12B act.)
- Price
- $0.58 / $1.44
- Speed
- 85 tok/s · 0.35s TTFT
- Modalities
- text, image, audio → text
- License
- Apache 2.0
Efficient Inkling sibling (276B / 12B active MoE) — matches or beats Inkling on many benchmarks at ~¼ the size; Apache 2.0 weights with Tinker fine-tuning access.
Benchmark charts
Winner bars are emphasized. Per-benchmark deltas sit above each chart.