AI Models · Open-Source vs Paid

GLM 5.3 Open vs SASakana Namazu Paid

GLM 5.3 vs Sakana Namazu compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

GLM 5.3OpenZ.AI
$1.4 /M input
$4.4 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window1.3M tokens
MultimodalNo
Self-hostYes
SASakana NamazuPaidSakana AI
$0.95 /M input
$4 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalYes
Self-hostNo
Choose GLM 5.3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Sakana Namazu if you want frontier capability through a managed API with zero infrastructure to run.

GLM 5.3 vs Sakana Namazu specs

SpecGLM 5.3Sakana NamazuWinner
MakerZ.AISakana AI
TypeOpen-weightProprietaryGLM 5.3
Context window1.3M tokens262K tokensGLM 5.3
Input price$1.4/M · free self-host$0.95/MSASakana Namazu
Output price$4.4/M · free self-host$4/MSASakana Namazu
Vision / multimodalNoYesSASakana Namazu
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)GLM 5.3
LicenseMITProprietaryGLM 5.3

Price gap & when to choose each

Choose GLM 5.3 if…
  • You want to self-host or run on your cloud
  • You need the longer 1.3M context window
  • You prioritize data privacy & control
  • You are building open or reproducible AI
SAChoose Sakana Namazu if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityGLM 5.3Sakana Namazu
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: GLM 5.3 vs Sakana Namazu

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

GLM 5.3
Sakana Namazu
Intelligence index
44.9
Coding index
74.8
GPQA
91.7%
Humanity's Last Exam
42.3%
Long Context Reasoning
79.7%
SciCode
59%
τ-Bench Banking
50.3%
Terminal-Bench
83.9%
Speed
54.8 tok/s
Latency
3.57s
Intelligence per $
20.9

Benchmark data by Artificial Analysis.

How GLM 5.3 and Sakana Namazu score

🏆 Best value & openness: GLM 5.3 (4.5 vs 3.1 / 5)
CriterionGLM 5.3Sakana Namazu
Cost-efficiency4.04.0
Context window5.04.0
Openness5.01.5
Self-hosting5.01.0
Multimodality3.55.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

GLM 5.3 Open

Z.AI · Open-weight

GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks. It supports text input and output with a 1M-token context window, and improves...

Sakana Namazu Paid

Sakana AI · Proprietary

Sakana Namazu is a Japanese-specialized reasoning model from Sakana AI, based on Kimi K2.6 with additional training for Japanese language and business contexts. It is suited for Japanese instruction following,...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
GLM 5.3 (batch)GLM 5.3 FlashGLM 5.3 Flash (batch)GLM 5.2 (batch)GLM 5.2GLM 5GLM 5 TurboGLM 5.1GLM 5V TurboGLM 4.7GLM 4.6GLM 4.7 FlashGLM 4.5GLM 4.5 AirGLM 4.6VGLM 4.5V

Frequently asked questions

Is GLM 5.3 as good as Sakana Namazu?

GLM 5.3 is open-weight and competitive on many tasks, but Sakana Namazu may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run GLM 5.3 locally?

Yes. GLM 5.3 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Sakana Namazu is API-only and cannot be self-hosted.

GLM 5.3 vs Sakana Namazu — which should I pick in 2026?

Choose GLM 5.3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Sakana Namazu if you want frontier capability through a managed API with zero infrastructure to run.

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