Model Comparison

GLM-5 vs Nemotron 3 Super (120B A12B)Which is better in 2026?

GLM-5 significantly outperforms across most benchmarks. Nemotron 3 Super (120B A12B) is 7.8x cheaper per token.

Verdict: GLM-5 vs Nemotron 3 Super (120B A12B) — which is better?

GLM-5 (by Zhipu AI) and Nemotron 3 Super (120B A12B) (by NVIDIA) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

GLM-5 outperforms in 3 benchmarks (BrowseComp, SWE-Bench Verified, Terminal-Bench 2.0), while Nemotron 3 Super (120B A12B) is better at 0 benchmarks. GLM-5 significantly outperforms across most benchmarks.

On price, Nemotron 3 Super (120B A12B) is roughly 7.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Nemotron 3 Super (120B A12B) also accepts a larger context window (262,144 input tokens), making it the stronger choice for long documents and large codebases.

Choose GLM-5 if…

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks

Choose Nemotron 3 Super (120B A12B) if…

  • cost matters — it's about 7.8x cheaper per token
  • you process long inputs — it offers a 262,144 token context window
  • you want the most recent training data — it shipped Mar 2026

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

GLM-5 outperforms in 3 benchmarks (BrowseComp, SWE-Bench Verified, Terminal-Bench 2.0), while Nemotron 3 Super (120B A12B) is better at 0 benchmarks.

GLM-5 significantly outperforms across most benchmarks.

Sun Jun 14 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nemotron 3 Super (120B A12B) costs less

For input processing, GLM-5 ($1.00/1M tokens) is 10.0x more expensive than Nemotron 3 Super (120B A12B) ($0.10/1M tokens).

For output processing, GLM-5 ($3.20/1M tokens) is 6.4x more expensive than Nemotron 3 Super (120B A12B) ($0.50/1M tokens).

In conclusion, GLM-5 is more expensive than Nemotron 3 Super (120B A12B).*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Sun Jun 14 2026 • llm-stats.com
Zhipu AI
GLM-5
Input tokens$1.00
Output tokens$3.20
Best providerFriendliAI
NVIDIA
Nemotron 3 Super (120B A12B)
Input tokens$0.10
Output tokens$0.50
Best providerDeepinfra
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Model Size

Parameter count comparison

624.0B diff

GLM-5 has 624.0B more parameters than Nemotron 3 Super (120B A12B), making it 520.0% larger.

Zhipu AI
GLM-5
744.0Bparameters
NVIDIA
Nemotron 3 Super (120B A12B)
120.0Bparameters
744.0B
GLM-5
120.0B
Nemotron 3 Super (120B A12B)

Context Window

Maximum input and output token capacity

Nemotron 3 Super (120B A12B) accepts 262,144 input tokens compared to GLM-5's 200,000 tokens. Nemotron 3 Super (120B A12B) can generate longer responses up to 262,144 tokens, while GLM-5 is limited to 128,000 tokens.

Zhipu AI
GLM-5
Input200,000 tokens
Output128,000 tokens
NVIDIA
Nemotron 3 Super (120B A12B)
Input262,144 tokens
Output262,144 tokens
Sun Jun 14 2026 • llm-stats.com

License

Usage and distribution terms

GLM-5 is licensed under MIT, while Nemotron 3 Super (120B A12B) uses NVIDIA Open Model License Agreement .

License differences may affect how you can use these models in commercial or open-source projects.

GLM-5

MIT

Open weights

Nemotron 3 Super (120B A12B)

NVIDIA Open Model License Agreement

Open weights

Release Timeline

When each model was launched

GLM-5 was released on 2026-02-11, while Nemotron 3 Super (120B A12B) was released on 2026-03-11.

Nemotron 3 Super (120B A12B) is 1 month newer than GLM-5.

GLM-5

Feb 11, 2026

4 months ago

Nemotron 3 Super (120B A12B)

Mar 11, 2026

3 months ago

4w newer

Knowledge Cutoff

When training data ends

Nemotron 3 Super (120B A12B) has a documented knowledge cutoff of 2025-06-01, while GLM-5's cutoff date is not specified.

We can confirm Nemotron 3 Super (120B A12B)'s training data extends to 2025-06-01, but cannot make a direct comparison without GLM-5's cutoff date.

GLM-5

Nemotron 3 Super (120B A12B)

Jun 2025

Provider Availability

GLM-5 is available from FriendliAI, ZAI. Nemotron 3 Super (120B A12B) is available from DeepInfra.

GLM-5

friendli logo
FriendliAI
Input Price:Input: $1.00/1MOutput Price:Output: $3.20/1M
z logo
Unknown Organization
Input Price:Input: $1.00/1MOutput Price:Output: $3.20/1M

Nemotron 3 Super (120B A12B)

deepinfra logo
Deepinfra
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Higher BrowseComp score (75.9% vs 31.3%)
Higher SWE-Bench Verified score (77.8% vs 53.7%)
Higher Terminal-Bench 2.0 score (56.2% vs 31.0%)
Larger context window (262,144 tokens)
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

AI Model Comparison Table
Feature
Zhipu AI
GLM-5
NVIDIA
Nemotron 3 Super (120B A12B)

FAQ

Common questions about GLM-5 vs Nemotron 3 Super (120B A12B).

Which is better, GLM-5 or Nemotron 3 Super (120B A12B)?

GLM-5 significantly outperforms across most benchmarks. GLM-5 is made by Zhipu AI and Nemotron 3 Super (120B A12B) is made by NVIDIA. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GLM-5 compare to Nemotron 3 Super (120B A12B) in benchmarks?

GLM-5 scores t2-bench: 89.7%, SWE-Bench Verified: 77.8%, BrowseComp: 75.9%, MCP Atlas: 67.8%, Terminal-Bench 2.0: 56.2%. Nemotron 3 Super (120B A12B) scores HMMT 2025: 94.7%, RULER: 91.8%, AIME 2025: 90.2%, WMT24++: 86.7%, MMLU-Pro: 83.7%.

Is GLM-5 cheaper than Nemotron 3 Super (120B A12B)?

Nemotron 3 Super (120B A12B) is 10.0x cheaper for input tokens. GLM-5 costs $1.00/M input and $3.20/M output via friendli. Nemotron 3 Super (120B A12B) costs $0.10/M input and $0.50/M output via deepinfra.

What are the context window sizes for GLM-5 and Nemotron 3 Super (120B A12B)?

GLM-5 supports 200K tokens and Nemotron 3 Super (120B A12B) supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GLM-5 and Nemotron 3 Super (120B A12B)?

Key differences include context window (200K vs 262K), input pricing ($1.00 vs $0.10/M), licensing (MIT vs NVIDIA Open Model License Agreement ). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-5 and Nemotron 3 Super (120B A12B)?

GLM-5 is developed by Zhipu AI and Nemotron 3 Super (120B A12B) is developed by NVIDIA.