Claude Fable 5.1 vs GPT-5.4 nano

rates, context and capabilities side by side on the impossibl api, and what the same workload costs on each.

the models at a glance: base rates, context window and modalities
specificationClaude Fable 5.1

anthropic/claude-fable-5-1

GPT-5.4 nano

openai/gpt-5.4-nano

input · usd / 1m tok$10.00$0.20
output · usd / 1m tok$50.00$1.25
context window1mtokens400ktokens
modalities · in → out

takes text and image in, gives text out

takes text and image in, gives text out

pricing

base api rates by model
base api rates · usd per 1m tokensClaude Fable 5.1

anthropic/claude-fable-5-1

GPT-5.4 nano

openai/gpt-5.4-nano

input$10.00$0.20
output$50.00$1.25
cache read$0.25$0.02
cache write · default ttl$12.50not published
cache write · 1h ttl$20.00not published

the estimate below prices one workload at these rates on every model.

specifications

published specifications by model
as publishedClaude Fable 5.1

anthropic/claude-fable-5-1

GPT-5.4 nano

openai/gpt-5.4-nano

creatorAnthropicOpenAI
model typeText generationText generation
context window1,000,000tokens400,000tokens
input

takes text and image in, gives text out

takes text and image in, gives text out

outputtexttext
tool callingnot verifiednot verified
releasedsep 1, 2026mar 17, 2026
endpoint/v1/chat/completions/v1/chat/completions

unknown means the public catalog does not establish that fact. a model's documented capabilities can differ from what a particular api supports. see the model documentation for integration details.

benchmarks

benchmark scores by model, primary tested configuration
primary configurationClaude Fable 5.1

anthropic/claude-fable-5-1

default fallback

GPT-5.4 nano

openai/gpt-5.4-nano

xhigh

intelligence index · gateway rank53.4#1 of 9021.2#57 of 90
coding index81.6#1 of 6056.1#36 of 60
agentic index58.0#1 of 4917.7#37 of 49
omniscience43.5#1 of 86-29.5#69 of 86
gpqa93.7%#7 of 88
81.7%#60 of 88
humanity’s last exam59.1%#1 of 89
28.3%#48 of 89
terminal-bench v2.191.4%#1 of 57
60.7%#38 of 57
harvey lab93.0%
52.2%
aa-lcr85.3%
76.7%
multilingual lcr71.1%
5.0%
scicode63.1%
47.2%
automationbench partial59.4%
6.0%
analystagent57.5%
not measured
terminal-bench v4.052.0%
0.5%
tau banking47.2%
27.4%
critpt29.7%
9.3%
gdp.pdf all-pass26.2%
7.8%
tau2not measured76.0%
ifbenchnot measured75.9%
mmmu-pronot measured65.4%
terminal-bench hardnot measured42.4%
apex-agentsnot measured24.9%
itbenchnot measured24.4%

Claude Fable 5.1 source ↗GPT-5.4 nano source ↗

each column describes the tested configuration named under the model; performance and costs can differ on impossibl. a score one model was not measured on is left blank rather than scored zero. indices are ranked against every model on the gateway with one. last checked 2026-09-10.

estimate your cost

one token workload, priced on every model at the published rates, in usd. change the numbers to match yours.

token workload

total input, including cached tokens

include billable reasoning tokens

the same token usage in each request

a subset of total input, never additional tokens

Claude Fable 5.1

anthropic/claude-fable-5-1

estimated usage cost

$35.00

1,000 requests × (1,000 uncached input × $10.00 + 500 output × $50.00) / 1,000,000 = $35.00

base rates; no context pricing tiers are published.

GPT-5.4 nano

openai/gpt-5.4-nano

estimated usage cost

$0.825

1,000 requests × (1,000 uncached input × $0.20 + 500 output × $1.25) / 1,000,000 = $0.825

base rates; no context pricing tiers are published.

estimates use published impossibl api usage rates. configured billing adjustments, funding fees, taxes, and custom workspace rates are excluded and may change the final amount.

image and audio usage, cache creation, and additional tool charges are excluded. reasoning tokens count as billable output, even when they are not visible in the response.

summary

Claude Fable 5.1 and GPT-5.4 nano are available through the Impossibl API. they share the /v1/chat/completions endpoint; the model identifier selects the model for a request.

Claude Fable 5.1 is created by Anthropic. It has a 1,000,000-token context window. Base API pricing (USD): $10.00 per million input tokens; $50.00 per million output tokens.

GPT-5.4 nano is created by OpenAI. It has a 400,000-token context window. Base API pricing (USD): $0.20 per million input tokens; $1.25 per million output tokens.

Claude Fable 5.1 →GPT-5.4 nano →

this page compares Claude Fable 5.1 vs GPT-5.4 nano as listed by the impossibl public api. prices and availability come from that catalog, refreshed here every five minutes. this is an impossibl offering, not a comparison of independent hosting-provider quotes.

view the source catalog ↗comparison as markdown ↗report a correction →