Claude Haiku 5.5 vs GPT-5.4 mini

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 Haiku 5.5

anthropic/claude-haiku-5-5

GPT-5.4 mini

openai/gpt-5.4-mini

input · usd / 1m tok$0.10$0.75
output · usd / 1m tok$0.50$4.50
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 Haiku 5.5

anthropic/claude-haiku-5-5

GPT-5.4 mini

openai/gpt-5.4-mini

input$0.10over 100k · $0.50$0.75
output$0.50over 100k · $2.50$4.50
cache read$0.01over 100k · $0.05$0.075
cache write · default ttl$0.125over 100k · $0.625not published
cache write · 1h ttl$0.20over 100k · $1.00not published

brackets are by input tokens per request: a request over a threshold is billed at that bracket's rates for all of its tokens. cache creation can have a separate charge. the estimate below prices one workload at these rates on every model.

specifications

published specifications by model
as publishedClaude Haiku 5.5

anthropic/claude-haiku-5-5

GPT-5.4 mini

openai/gpt-5.4-mini

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
releasedoct 7, 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 Haiku 5.5

anthropic/claude-haiku-5-5

GPT-5.4 mini

openai/gpt-5.4-mini

xhigh

intelligence index · gateway rank43.4#19 of 10524.1#65 of 105
coding indexnot measured56.1#38 of 64
agentic indexnot measured17.9#39 of 53
omnisciencenot measured-18.9#64 of 81
gpqanot measured87.5%#33 of 79
humanity’s last examnot measured28.1%#47 of 84
tau2not measured83.3%
aa-lcrnot measured77.0%
mmmu-pronot measured73.3%
ifbenchnot measured73.3%
terminal-bench hardnot measured52.3%
scicodenot measured52.1%
itbenchnot measured35.2%
apex-agentsnot measured28.2%
automationbench partialnot measured26.2%
tau bankingnot measured25.6%
analystagentnot measured15.0%
gdp.pdf all-passnot measured13.4%
critptnot measured10.0%
multilingual lcrnot measured3.9%

Claude Haiku 5.5 source ↗GPT-5.4 mini 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 2026-10-14.

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 Haiku 5.5

anthropic/claude-haiku-5-5

estimated usage cost

$0.35

1,000 requests × (1,000 uncached input × $0.10 + 500 output × $0.50) / 1,000,000 = $0.35

base rates: up to 100,000 input tokens per request, inclusive.

GPT-5.4 mini

openai/gpt-5.4-mini

estimated usage cost

$3.00

1,000 requests × (1,000 uncached input × $0.75 + 500 output × $4.50) / 1,000,000 = $3.00

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 Haiku 5.5 and GPT-5.4 mini are available through the Impossibl API. they share the /v1/chat/completions endpoint; the model identifier selects the model for a request.

Claude Haiku 5.5 is created by Anthropic. It has a 1,000,000-token context window. Base API pricing (USD): $0.10 per million input tokens; $0.50 per million output tokens. Above 100,000 input tokens per request, context-tier rates apply to the whole request.

GPT-5.4 mini is created by OpenAI. It has a 400,000-token context window. Base API pricing (USD): $0.75 per million input tokens; $4.50 per million output tokens.

Claude Haiku 5.5 →GPT-5.4 mini →

this page compares Claude Haiku 5.5 vs GPT-5.4 mini 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.

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