Google: Gemini 2.5 Pro (batch) vs handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf

Google: Gemini 2.5 Pro (batch) comes out ahead on the data we track: 7 advantages and none for handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf.

Key numbers

SpecGoogle: Gemini 2.5 Pro (batch)handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf
ProviderGoogleHugging Face
Input price (per 1M tokens)$0.63n/a
Output price (per 1M tokens)$5.00n/a
Blended price (3:1 input/output)$1.72n/a
Cheaper than … of all models we track29%n/a
Context window1.0M tokens (~1,573 pages)n/a
Larger context than … of all models81%n/a
Max output per response66K tokens (~49,200 words)n/a
Input typestext, image, file, audio, videoaudio
Output typestextaudio
Free variantNoNo
Listed since2025-06-17n/a

What it costs for real workloads

Monthly cost at list price for five common workloads. Token counts per unit are stated so you can scale them to your own traffic. A workload that does not fit a model's context window is marked rather than priced.

Workload (per month)Google: Gemini 2.5 Pro (batch)handy-computer/nemotron-3.5-asr-streaming-0.6b-ggufDifference
Customer-support chatbot
50,000 conversations — each a 6-turn conversation (1,500 in / 400 out tokens)
$147n/a—
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages (6,000 in / 500 out tokens)
$125n/a—
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context (60,000 in / 6,000 out tokens)
$135n/a—
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page (8,000 in / 600 out tokens)
$80.00n/a—
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass (100,000 in / 2,000 out tokens)
$36.25n/a—

Capabilities side by side

CapabilityGoogle: Gemini 2.5 Pro (batch)handy-computer/nemotron-3.5-asr-streaming-0.6b-ggufWhat it lets you do
Tool / function calling✓ Yes—call your APIs and run agent loops
Structured output (JSON schema)✓ Yes—return JSON that validates against your schema
Reasoning / thinking mode✓ Yes—spend extra tokens thinking before answering hard problems
Image input✓ Yes—read screenshots, charts and scanned pages
Audio input✓ Yes✓ Yestake speech or audio directly
File / PDF input✓ Yes—accept documents without your own parsing step
Image output——generate images, not just text
Built-in web search✓ Yes—answer from live web results
Seed (reproducible sampling)✓ Yes—repeat a generation for tests and evals
Log-probabilities——read token confidence for classification and scoring

From each model's published parameters and input/output types. “—” means not advertised, not proven absent.

Price history

Which should you choose?

Choose Google: Gemini 2.5 Pro (batch) if…

  • you need tool / function calling — to call your APIs and run agent loops; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need structured output (JSON schema) — to return JSON that validates against your schema; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need reasoning / thinking mode — to spend extra tokens thinking before answering hard problems; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need image input — to read screenshots, charts and scanned pages; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need file / PDF input — to accept documents without your own parsing step; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need built-in web search — to answer from live web results; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it
  • you need seed (reproducible sampling) — to repeat a generation for tests and evals; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf does not advertise it

Choose handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf if…

No advantage on the data we track — pick it for provider preference or output quality on your own prompts.

Frequently asked questions

Is Google: Gemini 2.5 Pro (batch) better than handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf?

Google: Gemini 2.5 Pro (batch) comes out ahead on the data we track: 7 advantages and none for handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf.

Do Google: Gemini 2.5 Pro (batch) and handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf support function calling and JSON output?

Tool calling — Google: Gemini 2.5 Pro (batch): yes, handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf: not advertised. JSON-schema structured output — Google: Gemini 2.5 Pro (batch): yes, handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf: not advertised.

Can Google: Gemini 2.5 Pro (batch) or handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf read images?

Only Google: Gemini 2.5 Pro (batch) accepts image input; handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf is text-only for input.

Is Google: Gemini 2.5 Pro (batch) or handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf free to use?

No free variant is listed for either; both are pay-per-token.

About the two models

Compare Google: Gemini 2.5 Pro (batch) with other models

Compare handy-computer/nemotron-3.5-asr-streaming-0.6b-gguf with other models

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