Anthropic: Claude 3.7 Sonnet (thinking) vs dbmdz/bert-large-cased-finetuned-conll03-english
Anthropic: Claude 3.7 Sonnet (thinking) comes out ahead on the data we track: 5 advantages and none for dbmdz/bert-large-cased-finetuned-conll03-english.
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)
Anthropic: Claude 3.7 Sonnet (thinking)
dbmdz/bert-large-cased-finetuned-conll03-english
Difference
Customer-support chatbot
50,000 conversations — each a 6-turn conversation (1,500 in / 400 out tokens)
$525
n/a
—
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages (6,000 in / 500 out tokens)
$510
n/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)
$540
n/a
—
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page (8,000 in / 600 out tokens)
$330
n/a
—
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass (100,000 in / 2,000 out tokens)
$165
n/a
—
Capabilities side by side
Capability
Anthropic: Claude 3.7 Sonnet (thinking)
dbmdz/bert-large-cased-finetuned-conll03-english
What it lets you do
Tool / function calling
✓ Yes
—
call your APIs and run agent loops
Structured output (JSON schema)
—
—
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
—
—
take 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)
—
—
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
Anthropic: Claude 3.7 Sonnet (thinking): price unchanged since we started tracking it on 2026-03-10.
Which should you choose?
Choose Anthropic: Claude 3.7 Sonnet (thinking) if…
you need tool / function calling — to call your APIs and run agent loops; dbmdz/bert-large-cased-finetuned-conll03-english does not advertise it
you need reasoning / thinking mode — to spend extra tokens thinking before answering hard problems; dbmdz/bert-large-cased-finetuned-conll03-english does not advertise it
you need image input — to read screenshots, charts and scanned pages; dbmdz/bert-large-cased-finetuned-conll03-english does not advertise it
you need file / PDF input — to accept documents without your own parsing step; dbmdz/bert-large-cased-finetuned-conll03-english does not advertise it
you need built-in web search — to answer from live web results; dbmdz/bert-large-cased-finetuned-conll03-english does not advertise it
No advantage on the data we track — pick it for provider preference or output quality on your own prompts.
Frequently asked questions
Is Anthropic: Claude 3.7 Sonnet (thinking) better than dbmdz/bert-large-cased-finetuned-conll03-english?
Anthropic: Claude 3.7 Sonnet (thinking) comes out ahead on the data we track: 5 advantages and none for dbmdz/bert-large-cased-finetuned-conll03-english.
Do Anthropic: Claude 3.7 Sonnet (thinking) and dbmdz/bert-large-cased-finetuned-conll03-english support function calling and JSON output?
Tool calling — Anthropic: Claude 3.7 Sonnet (thinking): yes, dbmdz/bert-large-cased-finetuned-conll03-english: not advertised. JSON-schema structured output — Anthropic: Claude 3.7 Sonnet (thinking): not advertised, dbmdz/bert-large-cased-finetuned-conll03-english: not advertised.
Can Anthropic: Claude 3.7 Sonnet (thinking) or dbmdz/bert-large-cased-finetuned-conll03-english read images?
Only Anthropic: Claude 3.7 Sonnet (thinking) accepts image input; dbmdz/bert-large-cased-finetuned-conll03-english is text-only for input.
Is Anthropic: Claude 3.7 Sonnet (thinking) or dbmdz/bert-large-cased-finetuned-conll03-english free to use?
No free variant is listed for either; both are pay-per-token.
Claude 3.7 Sonnet is an advanced large language model with improved reasoning, coding, and problem-solving capabilities. It introduces a hybrid reasoning approach, allowing users to choose between rapid responses and extended, step-by-step processing for complex tasks. The model demonstrates notable improvements in coding, particularly in front-end development and full-stack updates, and excels in agentic workflows, where it can autonomously navigate multi-step processes.
Claude 3.7 Sonnet maintains performance parity with its predecessor in standard mode while offering an extended reasoning mode for enhanced accuracy in math, coding, and instruction-following tasks.
Read more at the [blog post here](https://www.anthropic.com/news/claude-3-7-sonnet)