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GPT-3.5 Turbo Instruct vs Nemotron 3.5 Content Safety

Nemotron 3.5 Content Safety costs 10.0x less per output token than GPT-3.5 Turbo Instruct ($0.20 vs $2.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.

GPT-3.5 Turbo InstructOpenAI
Coding
No data
Overall
No data
Output $/M
$2.00
Nemotron 3.5 Content SafetyNVIDIA
Coding
No data
Overall
No data
Output $/M
$0.20
vs $2.00 vs $0.20 per 1M output tokens. Nemotron 3.5 Content Safety is 10.0x cheaper.

GPT-3.5 Turbo Instruct or Nemotron 3.5 Content Safety: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Compare them on price, context and the boards below.

No benchmark has tested both yet. GPT-3.5 Turbo Instruct has results on METR time horizons; Nemotron 3.5 Content Safety has none yet. Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT-3.5 Turbo Instruct not benchmarked, Nemotron 3.5 Content Safety not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
GPT-3.5 Turbo Instruct $2.00 against Nemotron 3.5 Content Safety $0.20 per million output tokens, 10.0x apart.
Context window
GPT-3.5 Turbo Instruct takes 4K tokens, Nemotron 3.5 Content Safety 131K.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Agentic work benchmarks for GPT-3.5 Turbo Instruct and Nemotron 3.5 Content Safety
BenchmarkGPT-3.5 Turbo InstructNemotron 3.5 Content SafetyLeader
METR time horizons21.5%Not measuredOnly GPT-3.5 Turbo Instruct measured
Neither model has a result on the other 41 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT-3.5 Turbo Instruct$0.0025Fits in one request
Nemotron 3.5 Content Safety$0.0003Fits in one request

Nemotron 3.5 Content Safety costs less

Repository review

50K input + 3K output tokens

GPT-3.5 Turbo Instruct$0.081Exceeds the context window
Nemotron 3.5 Content Safety$0.011Fits in one request

Nemotron 3.5 Content Safety costs less

Agent loop

200K input + 10K output tokens

GPT-3.5 Turbo Instruct$0.320Exceeds the context window
Nemotron 3.5 Content Safety$0.042Exceeds the context window

Nemotron 3.5 Content Safety costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT-3.5 Turbo Instruct and Nemotron 3.5 Content Safety
SpecificationOpenAI GPT-3.5 Turbo InstructNVIDIA Nemotron 3.5 Content Safety
MakerOpenAINVIDIA
WeightsNo public weights listedOpen weights
ReleasedSeptember 28, 2023June 4, 2026
Context window4K131K
Input $/Mtok$1.50$0.20
Output $/Mtok$2.00$0.20
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT-3.5 Turbo Instruct better than Nemotron 3.5 Content Safety for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Compare them on price, context and the boards below.

Which is cheaper, GPT-3.5 Turbo Instruct or Nemotron 3.5 Content Safety?

GPT-3.5 Turbo Instruct costs $1.50 per million input tokens and $2.00 per million output tokens; Nemotron 3.5 Content Safety costs $0.20 and $0.20. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT-3.5 Turbo Instruct or Nemotron 3.5 Content Safety?

Nemotron 3.5 Content Safety, with 131K tokens against 4K.

Has any benchmark tested both GPT-3.5 Turbo Instruct and Nemotron 3.5 Content Safety?

No benchmark has tested both yet. GPT-3.5 Turbo Instruct has results on METR time horizons; Nemotron 3.5 Content Safety has none yet. Compare them on price and context instead. Data as of October 22, 2026.

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